{ "cells": [ { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "all_props = [{\"privateRemarks\":\"This property is a trial property to test the SimplyRETS. Private agent remarks will be included in this field for use in the SimplyRETS REST API. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"showingContactName\":None,\"property\":{\"roof\":\"Tile\",\"cooling\":None,\"style\":\"Traditional\",\"area\":1043,\"bathsFull\":5,\"bathsHalf\":6,\"stories\":3,\"fireplaces\":1,\"flooring\":None,\"heating\":\"Radiant Heat\",\"bathrooms\":None,\"foundation\":\"Slab\",\"laundryFeatures\":\"Area,Electric Dryer Hookup,Individual Room,Washer Hookup\",\"occupantName\":None,\"ownerName\":None,\"lotDescription\":\"Private Backyard\",\"pool\":\"Association,Private,In Ground\",\"subType\":None,\"bedrooms\":2,\"interiorFeatures\":\"Drapes/Curtains/Window Cover, Fire/Smoke Alarm, High Ceiling, Island Kitchen\",\"lotSize\":\"127X146\",\"areaSource\":\"Floorplans\",\"maintenanceExpense\":None,\"additionalRooms\":\"Recreation,Master Bedroom,See Remarks\",\"exteriorFeatures\":\"Back Yard Fenced, Covered Patio/Deck, Patio/Deck\",\"water\":None,\"view\":\"Golf Course\",\"lotSizeArea\":None,\"subdivision\":\"Waterstone Springs\",\"construction\":\"In Kitchen,Stackable,Washer Included\",\"parking\":{\"leased\":None,\"spaces\":6,\"description\":\"Garage Door Opener,Public,Garage,Side by Side\"},\"lotSizeAreaUnits\":None,\"type\":\"RES\",\"garageSpaces\":8.74556425245327,\"bathsThreeQuarter\":None,\"accessibility\":\"Manned Gate\",\"acres\":None,\"occupantType\":None,\"subTypeText\":None,\"yearBuilt\":1998},\"mlsId\":1005192,\"showingContactPhone\":None,\"terms\":\"Conventional\",\"showingInstructions\":\"The showing instructions for this trial property are brought to you by the SimplyRETS team. This field will include any showing remarks for the given listing in your RETS feed. Enjoy!\",\"office\":{\"contact\":{\"email\":\"info-office@example.com\",\"office\":\"(582) 242-9591\",\"cell\":None},\"name\":None,\"servingName\":None,\"brokerid\":None},\"leaseTerm\":None,\"disclaimer\":\"This information is believed to be accurate, but without warranty.\",\"specialListingConditions\":None,\"originalListPrice\":None,\"address\":{\"crossStreet\":\"Dunne Ave\",\"state\":\"Texas\",\"country\":\"United States\",\"postalCode\":\"77096\",\"streetName\":\"East Sweet Bottom Br\",\"streetNumberText\":\"74434\",\"city\":\"Houston\",\"streetNumber\":74434,\"full\":\"74434 East Sweet Bottom Br #18393\",\"unit\":\"18393\"},\"agreement\":\"Purchaser Exemptions\",\"listDate\":\"2011-05-23T18:50:30.184391Z\",\"agent\":{\"officeMlsId\":None,\"lastName\":\"Phelps\",\"contact\":{\"email\":\"agent@example.com\",\"office\":\"(582) 242-9591\",\"cell\":\"(825) 907-4024\"},\"address\":None,\"modified\":None,\"firstName\":\"Shoshana\",\"id\":\"sphelps\"},\"modified\":\"2015-11-14T17:57:26.262392Z\",\"school\":{\"middleSchool\":\"FALCON PASS\",\"highSchool\":\"Cy Creek\",\"elementarySchool\":\"HAYES\",\"district\":None},\"photos\":[\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home9.jpg\",\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-9.jpg\"],\"listPrice\":20714261,\"internetAddressDisplay\":None,\"listingId\":\"49699701\",\"mls\":{\"status\":\"Active\",\"area\":\"Spring/Klein\",\"daysOnMarket\":862,\"originalEntryTimestamp\":None,\"originatingSystemName\":None,\"statusText\":\"½~”Yi\",\"areaMinor\":None},\"internetEntireListingDisplay\":None,\"geo\":{\"county\":\"North\",\"lat\":29.689418,\"lng\":-95.474464,\"marketArea\":\"Spring/Klein\",\"directions\":\"From 290 exit Barker Cypress to left on Tuckerton, right on Danbury Bridge, right on Bending Post, right on Driftwood Prairie\"},\"tax\":{\"taxYear\":1981,\"taxAnnualAmount\":3180,\"id\":\"593-723-781-8056\"},\"coAgent\":{\"officeMlsId\":None,\"lastName\":None,\"contact\":{\"email\":\"coagent@example.com\",\"office\":\"(556) 750-9377\",\"cell\":None},\"address\":None,\"modified\":None,\"firstName\":None,\"id\":\"ACME12\"},\"sales\":{\"closeDate\":\"1996-10-21T15:15:54.171139Z\",\"office\":{\"contact\":None,\"name\":\"Acme Brokerage\",\"servingName\":\"Acme Brokerage\",\"brokerid\":\"ACME12\"},\"closePrice\":17946033,\"agent\":{\"officeMlsId\":\"ACME12\",\"lastName\":\"Long\",\"contact\":None,\"address\":None,\"modified\":None,\"firstName\":\"Buffy\",\"id\":\"blong\"},\"contractDate\":None},\"ownership\":None,\"leaseType\":\"FullServ\",\"virtualTourUrl\":None,\"remarks\":\"This property is a trial property to test the SimplyRETS. This field will include remarks or descriptions from your RETS feed intended for public view. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"association\":{\"frequency\":None,\"fee\":1000,\"name\":\"SimplyRETS Home Owners Association\",\"amenities\":\"Club House,Community Pool,Garden/ Greenbelt/ Trails,Playground,Recreation Room,Sauna/ Spa/ Hot Tub\"}},{\"privateRemarks\":\"This property is a trial property to test the SimplyRETS. Private agent remarks will be included in this field for use in the SimplyRETS REST API. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"showingContactName\":None,\"property\":{\"roof\":\"Composition\",\"cooling\":None,\"style\":\"Ranch\",\"area\":2955,\"bathsFull\":2,\"bathsHalf\":2,\"stories\":4,\"fireplaces\":1,\"flooring\":None,\"heating\":\"Electric,Heat Pump 1st Lvl,Heat Pump 2nd Lvl,Other\",\"bathrooms\":None,\"foundation\":\"Slab on Builders Pier\",\"laundryFeatures\":\"Propane Dryer Hookup,Area\",\"occupantName\":None,\"ownerName\":None,\"lotDescription\":\"Cul-de-sac,Fenced Yard\",\"pool\":\"Association,Community Pool\",\"subType\":\"Condominium\",\"bedrooms\":6,\"interiorFeatures\":\"Breakfast Bar, High Ceiling\",\"lotSize\":\"120X140\",\"areaSource\":\"County PVA\",\"maintenanceExpense\":None,\"additionalRooms\":\"2nd Kitchen,Enclosed Porch,Sitting Room\",\"exteriorFeatures\":\"Back Green Space, Back Yard Fenced, Covered Patio/Deck\",\"water\":None,\"view\":\"Hills,Neighborhood,Trees/Woods\",\"lotSizeArea\":None,\"subdivision\":\"Gleannloch Farms\",\"construction\":\"Dryer Included,Individual Room,Washer Included,See Remarks\",\"parking\":{\"leased\":None,\"spaces\":6,\"description\":\"Garage Door Opener,Public,Garage,Side by Side\"},\"lotSizeAreaUnits\":None,\"type\":\"RES\",\"garageSpaces\":5.075003918140549,\"bathsThreeQuarter\":None,\"accessibility\":\"Driveway Gate\",\"acres\":None,\"occupantType\":None,\"subTypeText\":None,\"yearBuilt\":1996},\"mlsId\":1005193,\"showingContactPhone\":None,\"terms\":\"Lease/Purchase,Owner May Help/Assist,Purchase Money Mortgage,Rent w/ Option\",\"showingInstructions\":\"The showing instructions for this trial property are brought to you by the SimplyRETS team. This field will include any showing remarks for the given listing in your RETS feed. Enjoy!\",\"office\":{\"contact\":{\"email\":\"info-office@example.com\",\"office\":\"(094) 751-0533\",\"cell\":None},\"name\":None,\"servingName\":None,\"brokerid\":None},\"leaseTerm\":None,\"disclaimer\":\"This information is believed to be accurate, but without warranty.\",\"specialListingConditions\":None,\"originalListPrice\":None,\"address\":{\"crossStreet\":\"Canyon Hill/ Sage\",\"state\":\"Texas\",\"country\":\"United States\",\"postalCode\":\"77018\",\"streetName\":\"East GRANICUS Mews\",\"streetNumberText\":\"34149\",\"city\":\"Houston\",\"streetNumber\":34149,\"full\":\"34149 East GRANICUS Mews #I-7\",\"unit\":\"I-7\"},\"agreement\":\"Open\",\"listDate\":\"1991-12-12T00:45:02.01603Z\",\"agent\":{\"officeMlsId\":None,\"lastName\":\"Juarez\",\"contact\":{\"email\":\"agent@example.com\",\"office\":\"(094) 751-0533\",\"cell\":\"(062) 609-1783\"},\"address\":None,\"modified\":None,\"firstName\":\"Vanna\",\"id\":\"vjuarez\"},\"modified\":\"2014-12-06T08:15:09.185065Z\",\"school\":{\"middleSchool\":\"Fall Creek\",\"highSchool\":\"Klein Oak\",\"elementarySchool\":\"FALCON PASS\",\"district\":None},\"photos\":[\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home14.jpg\",\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-14.jpg\"],\"listPrice\":7857291,\"internetAddressDisplay\":None,\"listingId\":\"94037173\",\"mls\":{\"status\":\"Active\",\"area\":\"Montrose\",\"daysOnMarket\":661,\"originalEntryTimestamp\":None,\"originatingSystemName\":None,\"statusText\":\"¥—v\\u000fØ<\",\"areaMinor\":None},\"internetEntireListingDisplay\":None,\"geo\":{\"county\":\"East\",\"lat\":29.58936,\"lng\":-95.139313,\"marketArea\":\"Montrose\",\"directions\":\"From 290 exit Barker Cypress to left on Tuckerton, right on Danbury Bridge, right on Bending Post, right on Driftwood Prairie\"},\"tax\":{\"taxYear\":1951,\"taxAnnualAmount\":9766,\"id\":\"323-369-794-7821\"},\"coAgent\":{\"officeMlsId\":None,\"lastName\":None,\"contact\":{\"email\":\"coagent@example.com\",\"office\":\"(123) 719-5703\",\"cell\":None},\"address\":None,\"modified\":None,\"firstName\":None,\"id\":\"TR098\"},\"sales\":{\"closeDate\":\"1994-01-21T23:56:43.379486Z\",\"office\":{\"contact\":None,\"name\":\"Trial Realty, Inc\",\"servingName\":\"Trial Realty, Inc\",\"brokerid\":\"TR098\"},\"closePrice\":12713238,\"agent\":{\"officeMlsId\":\"TR098\",\"lastName\":\"Mendoza\",\"contact\":None,\"address\":None,\"modified\":None,\"firstName\":\"Scott\",\"id\":\"smendoza\"},\"contractDate\":None},\"ownership\":None,\"leaseType\":\"Double Net\",\"virtualTourUrl\":None,\"remarks\":\"This property is a trial property to test the SimplyRETS. This field will include remarks or descriptions from your RETS feed intended for public view. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"association\":{\"frequency\":None,\"fee\":1000,\"name\":\"SimplyRETS Home Owners Association\",\"amenities\":\"Club House,Community Pool,Garden/ Greenbelt/ Trails,Playground,Recreation Room,Sauna/ Spa/ Hot Tub\"}},{\"privateRemarks\":\"This property is a trial property to test the SimplyRETS. Private agent remarks will be included in this field for use in the SimplyRETS REST API. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"showingContactName\":None,\"property\":{\"roof\":\"Aluminum, Composition\",\"cooling\":None,\"style\":\"Ranch\",\"area\":3477,\"bathsFull\":4,\"bathsHalf\":1,\"stories\":3,\"fireplaces\":1,\"flooring\":None,\"heating\":\"Central Furnace,Energy Star,High Efficiency,Fireplace,Humidity Control\",\"bathrooms\":None,\"foundation\":\"Block & Beam\",\"laundryFeatures\":\"Area,Electric Dryer Hookup,Individual Room,Washer Hookup\",\"occupantName\":None,\"ownerName\":None,\"lotDescription\":\"Corner\",\"pool\":\"Community\",\"subType\":\"SingleFamilyResidence\",\"bedrooms\":5,\"interiorFeatures\":\"Drapes/Curtains/Window Cover, Fire/Smoke Alarm, High Ceiling, Prewired for Alarm System\",\"lotSize\":\"50/143X70/163\",\"areaSource\":\"Floorplans\",\"maintenanceExpense\":None,\"additionalRooms\":\"Bonus,Den,Living Room,Main Floor Bedroom\",\"exteriorFeatures\":\"Back Yard Fenced, Covered Patio/Deck, Patio/Deck, Satellite Dish, Storage Shed, Subdivision Tennis Court\",\"water\":None,\"view\":\"Neighborhood\",\"lotSizeArea\":None,\"subdivision\":\"Terranova West Sec 03\",\"construction\":\"Gas & Electric Dryer Hookup,Gas Dryer Hookup,Inside,Individual Room\",\"parking\":{\"leased\":None,\"spaces\":3,\"description\":\"Uncovered,Driveway,Driveway - Concrete,See Remarks\"},\"lotSizeAreaUnits\":None,\"type\":\"RES\",\"garageSpaces\":3.2648817750966175,\"bathsThreeQuarter\":None,\"accessibility\":\"Automatic Gate\",\"acres\":None,\"occupantType\":None,\"subTypeText\":None,\"yearBuilt\":1978},\"mlsId\":1005172,\"showingContactPhone\":None,\"terms\":\"Conventional,Cash,VA Loan,Cash To New Loan\",\"showingInstructions\":\"The showing instructions for this trial property are brought to you by the SimplyRETS team. This field will include any showing remarks for the given listing in your RETS feed. Enjoy!\",\"office\":{\"contact\":{\"email\":\"info-office@example.com\",\"office\":\"(541) 682-2997\",\"cell\":None},\"name\":None,\"servingName\":None,\"brokerid\":None},\"leaseTerm\":None,\"disclaimer\":\"This information is believed to be accurate, but without warranty.\",\"specialListingConditions\":None,\"originalListPrice\":None,\"address\":{\"crossStreet\":\"East Katella & Handy Street\",\"state\":\"Texas\",\"country\":\"United States\",\"postalCode\":\"77375\",\"streetName\":\"South 99 CT Estates\",\"streetNumberText\":\"68827\",\"city\":\"Houston\",\"streetNumber\":68827,\"full\":\"68827 South 99 CT Estates #783\",\"unit\":\"783\"},\"agreement\":\"Exclusive Right To Sell\",\"listDate\":\"2010-01-26T01:51:46.915087Z\",\"agent\":{\"officeMlsId\":None,\"lastName\":\"Mendoza\",\"contact\":{\"email\":\"agent@example.com\",\"office\":\"(541) 682-2997\",\"cell\":\"(009) 022-2455\"},\"address\":None,\"modified\":None,\"firstName\":\"Scott\",\"id\":\"smendoza\"},\"modified\":\"2006-03-16T13:48:17.525789Z\",\"school\":{\"middleSchool\":\"Pattison\",\"highSchool\":\"Klein Oak\",\"elementarySchool\":\"Greenwood\",\"district\":None},\"photos\":[\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home4.jpg\",\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-4.jpg\"],\"listPrice\":18730333,\"internetAddressDisplay\":None,\"listingId\":\"59437738\",\"mls\":{\"status\":\"Pending\",\"area\":\"Memorial West\",\"daysOnMarket\":446,\"originalEntryTimestamp\":None,\"originatingSystemName\":None,\"statusText\":\"ÿ“\",\"areaMinor\":None},\"internetEntireListingDisplay\":None,\"geo\":{\"county\":\"West\",\"lat\":29.747591,\"lng\":-95.577139,\"marketArea\":\"Memorial West\",\"directions\":\"From 290 exit Barker Cypress to left on Tuckerton, right on Danbury Bridge, right on Bending Post, right on Driftwood Prairie\"},\"tax\":{\"taxYear\":1965,\"taxAnnualAmount\":2326,\"id\":\"870-420-184-4578\"},\"coAgent\":{\"officeMlsId\":None,\"lastName\":None,\"contact\":{\"email\":\"coagent@example.com\",\"office\":\"(024) 854-4588\",\"cell\":None},\"address\":None,\"modified\":None,\"firstName\":None,\"id\":\"KWCO834\"},\"sales\":{\"closeDate\":\"1995-09-10T04:19:22.097351Z\",\"office\":{\"contact\":None,\"name\":\"Keller Williams Greater Houston\",\"servingName\":\"Keller Williams Greater Houston\",\"brokerid\":\"KWCO834\"},\"closePrice\":12983889,\"agent\":{\"officeMlsId\":\"KWCO834\",\"lastName\":\"Mullins\",\"contact\":None,\"address\":None,\"modified\":None,\"firstName\":\"Uriel\",\"id\":\"umullins\"},\"contractDate\":None},\"ownership\":None,\"leaseType\":\"Net,Triple Net\",\"virtualTourUrl\":None,\"remarks\":\"This property is a trial property to test the SimplyRETS. This field will include remarks or descriptions from your RETS feed intended for public view. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"association\":{\"frequency\":None,\"fee\":1000,\"name\":\"SimplyRETS Home Owners Association\",\"amenities\":\"Club House,Community Pool,Garden/ Greenbelt/ Trails,Playground,Recreation Room,Sauna/ Spa/ Hot Tub\"}},{\"privateRemarks\":\"This property is a trial property to test the SimplyRETS. Private agent remarks will be included in this field for use in the SimplyRETS REST API. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"showingContactName\":None,\"property\":{\"roof\":\"Other\",\"cooling\":None,\"style\":\"Mediterranean\",\"area\":1562,\"bathsFull\":6,\"bathsHalf\":1,\"stories\":3,\"fireplaces\":3,\"flooring\":None,\"heating\":\"Gas Pac,Heat Pump 2nd Lvl,Split System\",\"bathrooms\":None,\"foundation\":\"Slab\",\"laundryFeatures\":\"Gas & Electric Dryer Hookup,Electric Dryer Hookup,In Garage,See Remarks\",\"occupantName\":None,\"ownerName\":None,\"lotDescription\":\"Fenced Yard\",\"pool\":\"Private,In Ground\",\"subType\":\"Condominium\",\"bedrooms\":4,\"interiorFeatures\":\"High Ceiling\",\"lotSize\":\"40X118\",\"areaSource\":\"Landlord/Tenant/Seller\",\"maintenanceExpense\":None,\"additionalRooms\":\"5th Bedroom,Breakfast Room,Mud Room,Office,Storage,Tandem Room\",\"exteriorFeatures\":\"Back Yard Fenced\",\"water\":None,\"view\":\"Neighborhood\",\"lotSizeArea\":None,\"subdivision\":\"Towne Lake\",\"construction\":\"Area,Gas & Electric Dryer Hookup,Individual Room,Inside,Laundry Chute,Washer Hookup\",\"parking\":{\"leased\":None,\"spaces\":9,\"description\":\"Controlled Entrance,Driveway,Driveway - Concrete,Garage,Gated,Workshop\"},\"lotSizeAreaUnits\":None,\"type\":\"RES\",\"garageSpaces\":6.029473061467706,\"bathsThreeQuarter\":None,\"accessibility\":\"Manned Gate\",\"acres\":None,\"occupantType\":None,\"subTypeText\":None,\"yearBuilt\":1956},\"mlsId\":1005255,\"showingContactPhone\":None,\"terms\":\"Owner Will Finance\",\"showingInstructions\":\"The showing instructions for this trial property are brought to you by the SimplyRETS team. This field will include any showing remarks for the given listing in your RETS feed. Enjoy!\",\"office\":{\"contact\":{\"email\":\"info-office@example.com\",\"office\":\"(559) 583-7474\",\"cell\":None},\"name\":None,\"servingName\":None,\"brokerid\":None},\"leaseTerm\":None,\"disclaimer\":\"This information is believed to be accurate, but without warranty.\",\"specialListingConditions\":None,\"originalListPrice\":None,\"address\":{\"crossStreet\":\"N. of 195th St & W. of Norwalk\",\"state\":\"Texas\",\"country\":\"United States\",\"postalCode\":\"77429\",\"streetName\":\"West Georgetown(lot 18) Boulevard\",\"streetNumberText\":\"36992\",\"city\":\"Houston\",\"streetNumber\":36992,\"full\":\"36992 West Georgetown(lot 18) Boulevard #C 104\",\"unit\":\"C 104\"},\"agreement\":\"Exclusive Right To Lease(ER)\",\"listDate\":\"2006-03-04T03:13:17.178082Z\",\"agent\":{\"officeMlsId\":None,\"lastName\":\"Rivera\",\"contact\":{\"email\":\"agent@example.com\",\"office\":\"(559) 583-7474\",\"cell\":\"(474) 567-7029\"},\"address\":None,\"modified\":None,\"firstName\":\"Jolie\",\"id\":\"jrivera\"},\"modified\":\"2005-01-25T21:49:48.845996Z\",\"school\":{\"middleSchool\":\"SBISD\",\"highSchool\":\"Hargrave\",\"elementarySchool\":\"KIRK\",\"district\":None},\"photos\":[\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home14.jpg\",\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-14.jpg\"],\"listPrice\":6070556,\"internetAddressDisplay\":None,\"listingId\":\"36749718\",\"mls\":{\"status\":\"Active\",\"area\":\"The Woodlands\",\"daysOnMarket\":989,\"originalEntryTimestamp\":None,\"originatingSystemName\":None,\"statusText\":\"\\u000bLÚ§u93ÍBïzoñÒ´ žä\",\"areaMinor\":None},\"internetEntireListingDisplay\":None,\"geo\":{\"county\":\"West\",\"lat\":30.063901,\"lng\":-95.486693,\"marketArea\":\"The Woodlands\",\"directions\":\"From 290 exit Barker Cypress to left on Tuckerton, right on Danbury Bridge, right on Bending Post, right on Driftwood Prairie\"},\"tax\":{\"taxYear\":1985,\"taxAnnualAmount\":7531,\"id\":\"123-456-789-1212\"},\"coAgent\":{\"officeMlsId\":None,\"lastName\":None,\"contact\":{\"email\":\"coagent@example.com\",\"office\":\"(821) 882-0694\",\"cell\":None},\"address\":None,\"modified\":None,\"firstName\":None,\"id\":\"HPM34\"},\"sales\":{\"closeDate\":\"2010-05-07T01:37:57.676136Z\",\"office\":{\"contact\":None,\"name\":\"Keller Williams Greater Houston\",\"servingName\":\"Keller Williams Greater Houston\",\"brokerid\":\"KWCO834\"},\"closePrice\":24677260,\"agent\":{\"officeMlsId\":\"KWCO834\",\"lastName\":\"Juarez\",\"contact\":None,\"address\":None,\"modified\":None,\"firstName\":\"Vanna\",\"id\":\"vjuarez\"},\"contractDate\":None},\"ownership\":None,\"leaseType\":\"FullServ\",\"virtualTourUrl\":None,\"remarks\":\"This property is a trial property to test the SimplyRETS. This field will include remarks or descriptions from your RETS feed intended for public view. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"association\":{\"frequency\":None,\"fee\":1000,\"name\":\"SimplyRETS Home Owners Association\",\"amenities\":\"Club House,Community Pool,Garden/ Greenbelt/ Trails,Playground,Recreation Room,Sauna/ Spa/ Hot Tub\"}},{\"privateRemarks\":\"This property is a trial property to test the SimplyRETS. Private agent remarks will be included in this field for use in the SimplyRETS REST API. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"showingContactName\":None,\"property\":{\"roof\":\"Composition\",\"cooling\":None,\"style\":\"Ranch, Traditional\",\"area\":2991,\"bathsFull\":4,\"bathsHalf\":6,\"stories\":1,\"fireplaces\":3,\"flooring\":None,\"heating\":\"Electric,Heat Pump,Propane\",\"bathrooms\":None,\"foundation\":\"Slab\",\"laundryFeatures\":\"Area,Electric Dryer Hookup,Individual Room,Washer Hookup\",\"occupantName\":None,\"ownerName\":None,\"lotDescription\":\"Fenced Yard\",\"pool\":\"Association,Private,In Ground\",\"subType\":None,\"bedrooms\":5,\"interiorFeatures\":\"Elevator Shaft, Fire/Smoke Alarm, High Ceiling, Island Kitchen, Prewired for Alarm System, Wet Bar\",\"lotSize\":\"80X128\",\"areaSource\":\"Estimated\",\"maintenanceExpense\":None,\"additionalRooms\":\"Bonus,Enclosed Porch Heated,Foyer\",\"exteriorFeatures\":\"Back Yard Fenced\",\"water\":None,\"view\":\"Hills,Neighborhood,Trees/Woods\",\"lotSizeArea\":None,\"subdivision\":\"Hambledon Sec 03 Amd\",\"construction\":\"Gas & Electric Dryer Hookup,In Closet,Inside,On Upper Level,Washer Hookup\",\"parking\":{\"leased\":None,\"spaces\":1,\"description\":\"3 Unassigned\"},\"lotSizeAreaUnits\":None,\"type\":\"CND\",\"garageSpaces\":7.946121494589367,\"bathsThreeQuarter\":None,\"accessibility\":\"Manned Gate\",\"acres\":None,\"occupantType\":None,\"subTypeText\":None,\"yearBuilt\":1961},\"mlsId\":1005204,\"showingContactPhone\":None,\"terms\":\"Contract\",\"showingInstructions\":\"The showing instructions for this trial property are brought to you by the SimplyRETS team. This field will include any showing remarks for the given listing in your RETS feed. Enjoy!\",\"office\":{\"contact\":{\"email\":\"info-office@example.com\",\"office\":\"(588) 825-9993\",\"cell\":None},\"name\":None,\"servingName\":None,\"brokerid\":None},\"leaseTerm\":None,\"disclaimer\":\"This information is believed to be accurate, but without warranty.\",\"specialListingConditions\":None,\"originalListPrice\":None,\"address\":{\"crossStreet\":\"Valley Blvd/Cavanagh\",\"state\":\"Texas\",\"country\":\"United States\",\"postalCode\":\"77070\",\"streetName\":\"North EFFIE Mall\",\"streetNumberText\":\"19078\",\"city\":\"Tomball\",\"streetNumber\":19078,\"full\":\"19078 North EFFIE Mall #2605\",\"unit\":\"2605\"},\"agreement\":\"Variable Rate\",\"listDate\":\"2005-07-21T06:09:58.745467Z\",\"agent\":{\"officeMlsId\":None,\"lastName\":\"Santana\",\"contact\":{\"email\":\"agent@example.com\",\"office\":\"(588) 825-9993\",\"cell\":\"(642) 180-2421\"},\"address\":None,\"modified\":None,\"firstName\":\"Amanda\",\"id\":\"asantana\"},\"modified\":\"2004-04-26T09:11:57.990976Z\",\"school\":{\"middleSchool\":\"SBISD\",\"highSchool\":\"Katy\",\"elementarySchool\":\"Northline\",\"district\":None},\"photos\":[\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home15.jpg\",\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-15.jpg\"],\"listPrice\":3769504,\"internetAddressDisplay\":None,\"listingId\":\"87082351\",\"mls\":{\"status\":\"Pending\",\"area\":\"Northwest Houston\",\"daysOnMarket\":238,\"originalEntryTimestamp\":None,\"originatingSystemName\":None,\"statusText\":\"³ñ‡“ L;\",\"areaMinor\":None},\"internetEntireListingDisplay\":None,\"geo\":{\"county\":\"West\",\"lat\":29.994548,\"lng\":-95.695139,\"marketArea\":\"Northwest Houston\",\"directions\":\"From 290 exit Barker Cypress to left on Tuckerton, right on Danbury Bridge, right on Bending Post, right on Driftwood Prairie\"},\"tax\":{\"taxYear\":2001,\"taxAnnualAmount\":9743,\"id\":\"123-456-789-1212\"},\"coAgent\":{\"officeMlsId\":None,\"lastName\":None,\"contact\":{\"email\":\"coagent@example.com\",\"office\":\"(444) 526-8778\",\"cell\":None},\"address\":None,\"modified\":None,\"firstName\":None,\"id\":\"HOU32\"},\"sales\":{\"closeDate\":\"1998-03-04T07:56:47.747531Z\",\"office\":{\"contact\":None,\"name\":\"Houston Properties\",\"servingName\":\"Houston Properties\",\"brokerid\":\"HPM34\"},\"closePrice\":21056553,\"agent\":{\"officeMlsId\":\"HPM34\",\"lastName\":\"Juarez\",\"contact\":None,\"address\":None,\"modified\":None,\"firstName\":\"Vanna\",\"id\":\"vjuarez\"},\"contractDate\":None},\"ownership\":None,\"leaseType\":\"FullServ\",\"virtualTourUrl\":None,\"remarks\":\"This property is a trial property to test the SimplyRETS. This field will include remarks or descriptions from your RETS feed intended for public view. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"association\":{\"frequency\":None,\"fee\":1000,\"name\":\"SimplyRETS Home Owners Association\",\"amenities\":\"Club House,Community Pool,Garden/ Greenbelt/ Trails,Playground,Recreation Room,Sauna/ Spa/ Hot Tub\"}},{\"privateRemarks\":\"This property is a trial property to test the SimplyRETS. Private agent remarks will be included in this field for use in the SimplyRETS REST API. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"showingContactName\":None,\"property\":{\"roof\":\"Tile\",\"cooling\":None,\"style\":\"Traditional\",\"area\":5607,\"bathsFull\":1,\"bathsHalf\":1,\"stories\":3,\"fireplaces\":2,\"flooring\":None,\"heating\":\"Electric,Heat Pump 1st Lvl,Heat Pump 2nd Lvl,Other\",\"bathrooms\":None,\"foundation\":\"Slab on Builders Pier\",\"laundryFeatures\":\"Gas & Electric Dryer Hookup,Gas Dryer Hookup,Inside,Individual Room\",\"occupantName\":None,\"ownerName\":None,\"lotDescription\":\"Golf Course Lot,Landscaped Professionally,Pond\",\"pool\":\"Association,Private,In Ground\",\"subType\":\"Condominium\",\"bedrooms\":3,\"interiorFeatures\":\"Alarm System - Owned, Fire/Smoke Alarm, Prewired for Alarm System\",\"lotSize\":\"40X118\",\"areaSource\":\"Landlord/Tenant/Seller\",\"maintenanceExpense\":None,\"additionalRooms\":\"Dressing Area,Family Room,Formal Entry\",\"exteriorFeatures\":\"Back Yard Fenced\",\"water\":None,\"view\":\"Hills,Neighborhood,Trees/Woods\",\"lotSizeArea\":None,\"subdivision\":\"Montrose\",\"construction\":\"Main Floor,Closet\",\"parking\":{\"leased\":None,\"spaces\":0,\"description\":\"3 Unassigned\"},\"lotSizeAreaUnits\":None,\"type\":\"RES\",\"garageSpaces\":8.568261585143027,\"bathsThreeQuarter\":None,\"accessibility\":\"Driveway Gate\",\"acres\":None,\"occupantType\":None,\"subTypeText\":None,\"yearBuilt\":1951},\"mlsId\":1005199,\"showingContactPhone\":None,\"terms\":\"Exchange,All Cash\",\"showingInstructions\":\"The showing instructions for this trial property are brought to you by the SimplyRETS team. This field will include any showing remarks for the given listing in your RETS feed. Enjoy!\",\"office\":{\"contact\":{\"email\":\"info-office@example.com\",\"office\":\"(907) 939-6758\",\"cell\":None},\"name\":None,\"servingName\":None,\"brokerid\":None},\"leaseTerm\":None,\"disclaimer\":\"This information is believed to be accurate, but without warranty.\",\"specialListingConditions\":None,\"originalListPrice\":None,\"address\":{\"crossStreet\":\"willow pass\",\"state\":\"Texas\",\"country\":\"United States\",\"postalCode\":\"77429\",\"streetName\":\"South FM 3 Boulevard\",\"streetNumberText\":\"15804\",\"city\":\"Houston\",\"streetNumber\":15804,\"full\":\"15804 South FM 3 Boulevard #1795\",\"unit\":\"1795\"},\"agreement\":\"Variable Rate\",\"listDate\":\"2010-10-05T11:40:06.461189Z\",\"agent\":{\"officeMlsId\":None,\"lastName\":\"Chen\",\"contact\":{\"email\":\"agent@example.com\",\"office\":\"(907) 939-6758\",\"cell\":\"(793) 698-7873\"},\"address\":None,\"modified\":None,\"firstName\":\"Vaughan\",\"id\":\"vchen\"},\"modified\":\"2004-01-17T22:39:40.324754Z\",\"school\":{\"middleSchool\":\"FALCON PASS\",\"highSchool\":\"CLEAR CREEK\",\"elementarySchool\":\"Katy\",\"district\":None},\"photos\":[\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home6.jpg\",\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-6.jpg\"],\"listPrice\":20220909,\"internetAddressDisplay\":None,\"listingId\":\"28045237\",\"mls\":{\"status\":\"Pending\",\"area\":\"Cypress North\",\"daysOnMarket\":287,\"originalEntryTimestamp\":None,\"originatingSystemName\":None,\"statusText\":\"ÚJíÎ\\u0018u\",\"areaMinor\":None},\"internetEntireListingDisplay\":None,\"geo\":{\"county\":\"South\",\"lat\":29.796047,\"lng\":-95.757364,\"marketArea\":\"Cypress North\",\"directions\":\"From 290 exit Barker Cypress to left on Tuckerton, right on Danbury Bridge, right on Bending Post, right on Driftwood Prairie\"},\"tax\":{\"taxYear\":2009,\"taxAnnualAmount\":1082,\"id\":\"873-000-392-4123\"},\"coAgent\":{\"officeMlsId\":None,\"lastName\":None,\"contact\":{\"email\":\"coagent@example.com\",\"office\":\"(703) 971-6745\",\"cell\":None},\"address\":None,\"modified\":None,\"firstName\":None,\"id\":\"HPM34\"},\"sales\":{\"closeDate\":\"2001-04-30T02:32:50.208969Z\",\"office\":{\"contact\":None,\"name\":\"Houston Properties\",\"servingName\":\"Houston Properties\",\"brokerid\":\"HPM34\"},\"closePrice\":9394322,\"agent\":{\"officeMlsId\":\"HPM34\",\"lastName\":\"Cain\",\"contact\":None,\"address\":None,\"modified\":None,\"firstName\":\"Levi\",\"id\":\"lcain\"},\"contractDate\":None},\"ownership\":None,\"leaseType\":\"Triple Net\",\"virtualTourUrl\":None,\"remarks\":\"This property is a trial property to test the SimplyRETS. This field will include remarks or descriptions from your RETS feed intended for public view. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"association\":{\"frequency\":None,\"fee\":1000,\"name\":\"SimplyRETS Home Owners Association\",\"amenities\":\"Club House,Community Pool,Garden/ Greenbelt/ Trails,Playground,Recreation Room,Sauna/ Spa/ Hot Tub\"}},{\"privateRemarks\":\"This property is a trial property to test the SimplyRETS. Private agent remarks will be included in this field for use in the SimplyRETS REST API. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"showingContactName\":None,\"property\":{\"roof\":\"Aluminum, Composition\",\"cooling\":None,\"style\":\"Ranch, Traditional\",\"area\":3534,\"bathsFull\":6,\"bathsHalf\":3,\"stories\":3,\"fireplaces\":3,\"flooring\":None,\"heating\":\"Central,No Heat\",\"bathrooms\":None,\"foundation\":\"Pier & Beam, Slab\",\"laundryFeatures\":\"Gas & Electric Dryer Hookup,Electric Dryer Hookup,In Garage,See Remarks\",\"occupantName\":None,\"ownerName\":None,\"lotDescription\":\"Cul-de-sac,Fenced Yard\",\"pool\":\"Community\",\"subType\":\"Townhouse\",\"bedrooms\":4,\"interiorFeatures\":\"Alarm System - Owned, Breakfast Bar, Fire/Smoke Alarm, High Ceiling, Island Kitchen\",\"lotSize\":\"346X303\",\"areaSource\":\"Builder floor plan(s)\",\"maintenanceExpense\":None,\"additionalRooms\":\"Bedroom/Office,Formal Living,Office/Study,Pantry,Utility,Workshop\",\"exteriorFeatures\":\"Back Yard Fenced\",\"water\":None,\"view\":\"Golf Course\",\"lotSizeArea\":None,\"subdivision\":\"Kings River Village\",\"construction\":\"Area,Dryer Included,Electric Dryer Hookup,Individual Room,Inside,Washer Included\",\"parking\":{\"leased\":None,\"spaces\":9,\"description\":\"Controlled Entrance,Driveway,Driveway - Concrete,Garage,Gated,Workshop\"},\"lotSizeAreaUnits\":None,\"type\":\"RES\",\"garageSpaces\":1.7015912426346613,\"bathsThreeQuarter\":None,\"accessibility\":\"Automatic Gate\",\"acres\":None,\"occupantType\":None,\"subTypeText\":None,\"yearBuilt\":2012},\"mlsId\":1005245,\"showingContactPhone\":None,\"terms\":\"FHA-Va Approved,Conventional\",\"showingInstructions\":\"The showing instructions for this trial property are brought to you by the SimplyRETS team. This field will include any showing remarks for the given listing in your RETS feed. Enjoy!\",\"office\":{\"contact\":{\"email\":\"info-office@example.com\",\"office\":\"(440) 409-9450\",\"cell\":None},\"name\":None,\"servingName\":None,\"brokerid\":None},\"leaseTerm\":None,\"disclaimer\":\"This information is believed to be accurate, but without warranty.\",\"specialListingConditions\":None,\"originalListPrice\":None,\"address\":{\"crossStreet\":\"SAN RAMON VLY B.\",\"state\":\"Texas\",\"country\":\"United States\",\"postalCode\":\"77429\",\"streetName\":\"North Newark Blvd B Trace\",\"streetNumberText\":\"52876\",\"city\":\"Houston\",\"streetNumber\":52876,\"full\":\"52876 North Newark Blvd B Trace #2035\",\"unit\":\"2035\"},\"agreement\":\"Exclusive Right to Sell with Reservations\",\"listDate\":\"2002-10-13T19:54:38.84256Z\",\"agent\":{\"officeMlsId\":None,\"lastName\":\"Phelps\",\"contact\":{\"email\":\"agent@example.com\",\"office\":\"(440) 409-9450\",\"cell\":\"(280) 321-9216\"},\"address\":None,\"modified\":None,\"firstName\":\"Shoshana\",\"id\":\"sphelps\"},\"modified\":\"1999-07-02T16:54:35.502773Z\",\"school\":{\"middleSchool\":\"Yaeger\",\"highSchool\":\"Jersey Village\",\"elementarySchool\":\"SBISD\",\"district\":None},\"photos\":[\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home7.jpg\",\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-7.jpg\"],\"listPrice\":18065342,\"internetAddressDisplay\":None,\"listingId\":\"49470837\",\"mls\":{\"status\":\"Active\",\"area\":\"1960/Cypress Creek North\",\"daysOnMarket\":904,\"originalEntryTimestamp\":None,\"originatingSystemName\":None,\"statusText\":\"\\u001d¢°uä\\u001b>[û›Lþ\",\"areaMinor\":None},\"internetEntireListingDisplay\":None,\"geo\":{\"county\":\"East\",\"lat\":30.04838,\"lng\":-95.364921,\"marketArea\":\"1960/Cypress Creek North\",\"directions\":\"From 290 exit Barker Cypress to left on Tuckerton, right on Danbury Bridge, right on Bending Post, right on Driftwood Prairie\"},\"tax\":{\"taxYear\":1969,\"taxAnnualAmount\":5576,\"id\":\"593-723-781-8056\"},\"coAgent\":{\"officeMlsId\":None,\"lastName\":None,\"contact\":{\"email\":\"coagent@example.com\",\"office\":\"(215) 758-9489\",\"cell\":None},\"address\":None,\"modified\":None,\"firstName\":None,\"id\":\"SR1234\"},\"sales\":{\"closeDate\":\"2000-03-12T18:26:41.171293Z\",\"office\":{\"contact\":None,\"name\":\"Trial Realty, Inc\",\"servingName\":\"Trial Realty, Inc\",\"brokerid\":\"TR098\"},\"closePrice\":7025887,\"agent\":{\"officeMlsId\":\"TR098\",\"lastName\":\"Hebert\",\"contact\":None,\"address\":None,\"modified\":None,\"firstName\":\"Astra\",\"id\":\"aherbert\"},\"contractDate\":None},\"ownership\":None,\"leaseType\":\"Other\",\"virtualTourUrl\":None,\"remarks\":\"This property is a trial property to test the SimplyRETS. This field will include remarks or descriptions from your RETS feed intended for public view. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"association\":{\"frequency\":None,\"fee\":1000,\"name\":\"SimplyRETS Home Owners Association\",\"amenities\":\"Club House,Community Pool,Garden/ Greenbelt/ Trails,Playground,Recreation Room,Sauna/ Spa/ Hot Tub\"}},{\"privateRemarks\":\"This property is a trial property to test the SimplyRETS. Private agent remarks will be included in this field for use in the SimplyRETS REST API. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"showingContactName\":None,\"property\":{\"roof\":\"Composition\",\"cooling\":None,\"style\":\"Traditional\",\"area\":3363,\"bathsFull\":6,\"bathsHalf\":4,\"stories\":3,\"fireplaces\":0,\"flooring\":None,\"heating\":\"Central Furnace,Heat Pump,Propane,Fireplace\",\"bathrooms\":None,\"foundation\":\"Pier & Beam, Slab\",\"laundryFeatures\":\"Dryer Included,Area,See Remarks,Washer Included,Individual Room\",\"occupantName\":None,\"ownerName\":None,\"lotDescription\":\"Backs to Trees/Woods,Corner Lot,Level Lot,Suitable for Horses\",\"pool\":\"Association\",\"subType\":\"SingleFamilyResidence\",\"bedrooms\":4,\"interiorFeatures\":\"High Ceiling\",\"lotSize\":\"100X194\",\"areaSource\":\"Floorplans\",\"maintenanceExpense\":None,\"additionalRooms\":\"Den,Foyer,Gallery,Library,Sun/Florida Room Heated\",\"exteriorFeatures\":\"Back Yard, Back Yard Fenced, Fully Fenced\",\"water\":None,\"view\":\"None\",\"lotSizeArea\":None,\"subdivision\":\"Briargrove Park Sec 01\",\"construction\":\"Area,Gas & Electric Dryer Hookup,Individual Room,Inside,Laundry Chute,Washer Hookup\",\"parking\":{\"leased\":None,\"spaces\":6,\"description\":\"Attached,Auto Garage Door,Kitchen Level,1-2 Step Entry\"},\"lotSizeAreaUnits\":None,\"type\":\"RES\",\"garageSpaces\":3.0084223956014955,\"bathsThreeQuarter\":None,\"accessibility\":\"Driveway Gate\",\"acres\":None,\"occupantType\":None,\"subTypeText\":None,\"yearBuilt\":1978},\"mlsId\":1005219,\"showingContactPhone\":None,\"terms\":\"Conventional,FHA,VA,Lease/Purchase,Rent w/ Option,Cash Only\",\"showingInstructions\":\"The showing instructions for this trial property are brought to you by the SimplyRETS team. This field will include any showing remarks for the given listing in your RETS feed. Enjoy!\",\"office\":{\"contact\":{\"email\":\"info-office@example.com\",\"office\":\"(656) 202-3005\",\"cell\":None},\"name\":None,\"servingName\":None,\"brokerid\":None},\"leaseTerm\":None,\"disclaimer\":\"This information is believed to be accurate, but without warranty.\",\"specialListingConditions\":None,\"originalListPrice\":None,\"address\":{\"crossStreet\":\"Dunne Ave\",\"state\":\"Texas\",\"country\":\"United States\",\"postalCode\":\"77008\",\"streetName\":\"East Somerset N. Knolls\",\"streetNumberText\":\"91910\",\"city\":\"Houston\",\"streetNumber\":91910,\"full\":\"91910 East Somerset N. Knolls #783\",\"unit\":\"783\"},\"agreement\":\"Excl. Right to Sell\",\"listDate\":\"2002-02-08T06:45:17.085225Z\",\"agent\":{\"officeMlsId\":None,\"lastName\":\"Owen\",\"contact\":{\"email\":\"agent@example.com\",\"office\":\"(656) 202-3005\",\"cell\":\"(702) 048-8909\"},\"address\":None,\"modified\":None,\"firstName\":\"Geraldine\",\"id\":\"gowen\"},\"modified\":\"1999-04-24T20:36:39.41337Z\",\"school\":{\"middleSchool\":\"SBISD\",\"highSchool\":\"Klein Oak\",\"elementarySchool\":\"Northline\",\"district\":None},\"photos\":[\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home12.jpg\",\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-12.jpg\"],\"listPrice\":13717919,\"internetAddressDisplay\":None,\"listingId\":\"24701079\",\"mls\":{\"status\":\"Active\",\"area\":\"Oak Forest East Area\",\"daysOnMarket\":624,\"originalEntryTimestamp\":None,\"originatingSystemName\":None,\"statusText\":\"2õ)\\nÝܚ»r\",\"areaMinor\":None},\"internetEntireListingDisplay\":None,\"geo\":{\"county\":\"East\",\"lat\":29.7648432,\"lng\":-95.4035062,\"marketArea\":\"Oak Forest East Area\",\"directions\":\"From 290 exit Barker Cypress to left on Tuckerton, right on Danbury Bridge, right on Bending Post, right on Driftwood Prairie\"},\"tax\":{\"taxYear\":1991,\"taxAnnualAmount\":2021,\"id\":\"873-324-454-4544\"},\"coAgent\":{\"officeMlsId\":None,\"lastName\":None,\"contact\":{\"email\":\"coagent@example.com\",\"office\":\"(180) 461-3767\",\"cell\":None},\"address\":None,\"modified\":None,\"firstName\":None,\"id\":\"HOU32\"},\"sales\":{\"closeDate\":\"2011-08-03T23:24:06.849818Z\",\"office\":{\"contact\":None,\"name\":\"Houston Properties\",\"servingName\":\"Houston Properties\",\"brokerid\":\"HPM34\"},\"closePrice\":4374248,\"agent\":{\"officeMlsId\":\"HPM34\",\"lastName\":\"Gill\",\"contact\":None,\"address\":None,\"modified\":None,\"firstName\":\"Shelley\",\"id\":\"sgill\"},\"contractDate\":None},\"ownership\":None,\"leaseType\":\"Net,Triple Net\",\"virtualTourUrl\":None,\"remarks\":\"This property is a trial property to test the SimplyRETS. This field will include remarks or descriptions from your RETS feed intended for public view. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"association\":{\"frequency\":None,\"fee\":1000,\"name\":\"SimplyRETS Home Owners Association\",\"amenities\":\"Club House,Community Pool,Garden/ Greenbelt/ Trails,Playground,Recreation Room,Sauna/ Spa/ Hot Tub\"}},{\"privateRemarks\":\"This property is a trial property to test the SimplyRETS. Private agent remarks will be included in this field for use in the SimplyRETS REST API. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"showingContactName\":None,\"property\":{\"roof\":\"Tile\",\"cooling\":None,\"style\":\"Ranch, Traditional\",\"area\":1562,\"bathsFull\":2,\"bathsHalf\":6,\"stories\":3,\"fireplaces\":2,\"flooring\":None,\"heating\":\"Wood,Fireplace,See Remarks\",\"bathrooms\":None,\"foundation\":\"Slab on Builders Pier\",\"laundryFeatures\":\"Gas Dryer Hookup,In Closet,Inside,Stackable\",\"occupantName\":None,\"ownerName\":None,\"lotDescription\":\"Less Than 1/4 Acre Lot\",\"pool\":\"Association,Community Pool\",\"subType\":\"Condominium\",\"bedrooms\":1,\"interiorFeatures\":\"2 Staircases, Alarm System - Owned, Breakfast Bar, Drapes/Curtains/Window Cover, Fire/Smoke Alarm, High Ceiling, Island Kitchen, Refrigerator Included\",\"lotSize\":\"120X195\",\"areaSource\":\"Estimated\",\"maintenanceExpense\":None,\"additionalRooms\":\"Den,Foyer,Gallery,Library,Sun/Florida Room Heated\",\"exteriorFeatures\":\"Back Yard Fenced\",\"water\":None,\"view\":\"Neighborhood\",\"lotSizeArea\":None,\"subdivision\":\"Cypress Point Sec 01\",\"construction\":\"In Closet,Gas Dryer Hookup,Washer Included,Stackable\",\"parking\":{\"leased\":None,\"spaces\":0,\"description\":\"Attached,Auto Garage Door,Kitchen Level,1-2 Step Entry\"},\"lotSizeAreaUnits\":None,\"type\":\"RES\",\"garageSpaces\":5.024131667392244,\"bathsThreeQuarter\":None,\"accessibility\":\"Automatic Gate\",\"acres\":None,\"occupantType\":None,\"subTypeText\":None,\"yearBuilt\":2008},\"mlsId\":1005229,\"showingContactPhone\":None,\"terms\":\"Owner Will Finance\",\"showingInstructions\":\"The showing instructions for this trial property are brought to you by the SimplyRETS team. This field will include any showing remarks for the given listing in your RETS feed. Enjoy!\",\"office\":{\"contact\":{\"email\":\"info-office@example.com\",\"office\":\"(623) 889-5482\",\"cell\":None},\"name\":None,\"servingName\":None,\"brokerid\":None},\"leaseTerm\":None,\"disclaimer\":\"This information is believed to be accurate, but without warranty.\",\"specialListingConditions\":None,\"originalListPrice\":None,\"address\":{\"crossStreet\":\"Canyon Hill/ Sage\",\"state\":\"Texas\",\"country\":\"United States\",\"postalCode\":\"77043\",\"streetName\":\"South 2991 Bryant ST Pl\",\"streetNumberText\":\"92270\",\"city\":\"Houston\",\"streetNumber\":92270,\"full\":\"92270 South 2991 Bryant ST Pl #1573\",\"unit\":\"1573\"},\"agreement\":\"Exclusive Right to Sell with Reservations\",\"listDate\":\"2001-03-01T02:42:12.90473Z\",\"agent\":{\"officeMlsId\":None,\"lastName\":\"Herman\",\"contact\":{\"email\":\"agent@example.com\",\"office\":\"(623) 889-5482\",\"cell\":\"(922) 807-4556\"},\"address\":None,\"modified\":None,\"firstName\":\"Barrett\",\"id\":\"bherman\"},\"modified\":\"1999-03-03T14:04:13.085151Z\",\"school\":{\"middleSchool\":\"HAUDE\",\"highSchool\":\"Stratford\",\"elementarySchool\":\"KIRK\",\"district\":None},\"photos\":[\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home4.jpg\",\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-4.jpg\"],\"listPrice\":80658,\"internetAddressDisplay\":None,\"listingId\":\"35903471\",\"mls\":{\"status\":\"Pending\",\"area\":\"Summerwood/Lakeshore\",\"daysOnMarket\":821,\"originalEntryTimestamp\":None,\"originatingSystemName\":None,\"statusText\":\"²\\u000fü\\r¥)2þ¤\\u0002K$\",\"areaMinor\":None},\"internetEntireListingDisplay\":None,\"geo\":{\"county\":\"West\",\"lat\":29.833451,\"lng\":-95.744513,\"marketArea\":\"Summerwood/Lakeshore\",\"directions\":\"From 290 exit Barker Cypress to left on Tuckerton, right on Danbury Bridge, right on Bending Post, right on Driftwood Prairie\"},\"tax\":{\"taxYear\":1958,\"taxAnnualAmount\":9408,\"id\":\"593-723-781-8056\"},\"coAgent\":{\"officeMlsId\":None,\"lastName\":None,\"contact\":{\"email\":\"coagent@example.com\",\"office\":\"(120) 354-5459\",\"cell\":None},\"address\":None,\"modified\":None,\"firstName\":None,\"id\":\"SR1234\"},\"sales\":{\"closeDate\":\"1994-05-29T08:37:23.059759Z\",\"office\":{\"contact\":None,\"name\":\"Keller Williams Greater Houston\",\"servingName\":\"Keller Williams Greater Houston\",\"brokerid\":\"KWCO834\"},\"closePrice\":8902841,\"agent\":{\"officeMlsId\":\"KWCO834\",\"lastName\":\"Santana\",\"contact\":None,\"address\":None,\"modified\":None,\"firstName\":\"Amanda\",\"id\":\"asantana\"},\"contractDate\":None},\"ownership\":None,\"leaseType\":\"Triple Net\",\"virtualTourUrl\":None,\"remarks\":\"This property is a trial property to test the SimplyRETS. This field will include remarks or descriptions from your RETS feed intended for public view. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"association\":{\"frequency\":None,\"fee\":1000,\"name\":\"SimplyRETS Home Owners Association\",\"amenities\":\"Club House,Community Pool,Garden/ Greenbelt/ Trails,Playground,Recreation Room,Sauna/ Spa/ Hot Tub\"}},{\"privateRemarks\":\"This property is a trial property to test the SimplyRETS. Private agent remarks will be included in this field for use in the SimplyRETS REST API. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"showingContactName\":None,\"property\":{\"roof\":\"Other\",\"cooling\":None,\"style\":\"Georgian\",\"area\":5269,\"bathsFull\":3,\"bathsHalf\":6,\"stories\":2,\"fireplaces\":2,\"flooring\":None,\"heating\":\"Electric,Forced Air 1 Zone,Perimeter\",\"bathrooms\":None,\"foundation\":\"Slab\",\"laundryFeatures\":\"Stackable,Washer Included,Dryer Included,Inside\",\"occupantName\":None,\"ownerName\":None,\"lotDescription\":\"1 To Less Than 2 Acre Lot\",\"pool\":\"Association\",\"subType\":None,\"bedrooms\":4,\"interiorFeatures\":\"2 Staircases, Dry Bar, High Ceiling, Island Kitchen, Prewired for Alarm System, Wet Bar\",\"lotSize\":\"115 X 113\",\"areaSource\":\"PVA Office\",\"maintenanceExpense\":None,\"additionalRooms\":\"All Bedrooms Down,Attic,Family Room,Formal Entry,Main Floor Bedroom\",\"exteriorFeatures\":\"Back Green Space, Back Yard Fenced, Controlled Subdivision Access, Covered Patio/Deck\",\"water\":None,\"view\":\"Hills,Neighborhood,Trees/Woods\",\"lotSizeArea\":None,\"subdivision\":\"Stable Gate Sec\",\"construction\":\"Gas & Electric Dryer Hookup,In Kitchen,Individual Room\",\"parking\":{\"leased\":None,\"spaces\":0,\"description\":\"1 Car Garage,Auto Garage Door,Detached,Driveway\"},\"lotSizeAreaUnits\":None,\"type\":\"RNT\",\"garageSpaces\":3.8510743288131257,\"bathsThreeQuarter\":None,\"accessibility\":\"Manned Gate\",\"acres\":None,\"occupantType\":None,\"subTypeText\":None,\"yearBuilt\":1958},\"mlsId\":1005191,\"showingContactPhone\":None,\"terms\":\"Fha,Va,Conventional\",\"showingInstructions\":\"The showing instructions for this trial property are brought to you by the SimplyRETS team. This field will include any showing remarks for the given listing in your RETS feed. Enjoy!\",\"office\":{\"contact\":{\"email\":\"info-office@example.com\",\"office\":\"(928) 831-4753\",\"cell\":None},\"name\":None,\"servingName\":None,\"brokerid\":None},\"leaseTerm\":None,\"disclaimer\":\"This information is believed to be accurate, but without warranty.\",\"specialListingConditions\":None,\"originalListPrice\":None,\"address\":{\"crossStreet\":\"Division st.\",\"state\":\"Texas\",\"country\":\"United States\",\"postalCode\":\"77007\",\"streetName\":\"West Zenith Cliff\",\"streetNumberText\":\"86469\",\"city\":\"Houston\",\"streetNumber\":86469,\"full\":\"86469 West Zenith Cliff #F16\",\"unit\":\"F16\"},\"agreement\":\"Exclusive Right To Lease(ER)\",\"listDate\":\"2008-08-13T05:52:41.54062Z\",\"agent\":{\"officeMlsId\":None,\"lastName\":\"Peters\",\"contact\":{\"email\":\"agent@example.com\",\"office\":\"(928) 831-4753\",\"cell\":\"(748) 321-2594\"},\"address\":None,\"modified\":None,\"firstName\":\"Vielka\",\"id\":\"vpeters\"},\"modified\":\"1998-12-28T04:58:27.728678Z\",\"school\":{\"middleSchool\":\"POE\",\"highSchool\":\"CY-RIDGE\",\"elementarySchool\":\"Benignus\",\"district\":None},\"photos\":[\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home15.jpg\",\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-15.jpg\"],\"listPrice\":20683471,\"internetAddressDisplay\":None,\"listingId\":\"8203817\",\"mls\":{\"status\":\"Active\",\"area\":\"Baytown/Harris County\",\"daysOnMarket\":614,\"originalEntryTimestamp\":None,\"originatingSystemName\":None,\"statusText\":\"du\\u0018JX\\u0007\",\"areaMinor\":None},\"internetEntireListingDisplay\":None,\"geo\":{\"county\":\"South\",\"lat\":29.798888,\"lng\":-95.481017,\"marketArea\":\"Baytown/Harris County\",\"directions\":\"From 290 exit Barker Cypress to left on Tuckerton, right on Danbury Bridge, right on Bending Post, right on Driftwood Prairie\"},\"tax\":{\"taxYear\":2003,\"taxAnnualAmount\":5017,\"id\":\"873-324-454-4544\"},\"coAgent\":{\"officeMlsId\":None,\"lastName\":None,\"contact\":{\"email\":\"coagent@example.com\",\"office\":\"(267) 457-8165\",\"cell\":None},\"address\":None,\"modified\":None,\"firstName\":None,\"id\":\"HOU32\"},\"sales\":{\"closeDate\":\"2003-11-15T10:28:29.516455Z\",\"office\":{\"contact\":None,\"name\":\"Houston Real Estate\",\"servingName\":\"Houston Real Estate\",\"brokerid\":\"HOU32\"},\"closePrice\":2920070,\"agent\":{\"officeMlsId\":\"HOU32\",\"lastName\":\"Herman\",\"contact\":None,\"address\":None,\"modified\":None,\"firstName\":\"Barrett\",\"id\":\"bherman\"},\"contractDate\":None},\"ownership\":None,\"leaseType\":\"Full\",\"virtualTourUrl\":None,\"remarks\":\"This property is a trial property to test the SimplyRETS. This field will include remarks or descriptions from your RETS feed intended for public view. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"association\":{\"frequency\":None,\"fee\":1000,\"name\":\"SimplyRETS Home Owners Association\",\"amenities\":\"Club House,Community Pool,Garden/ Greenbelt/ Trails,Playground,Recreation Room,Sauna/ Spa/ Hot Tub\"}},{\"privateRemarks\":\"This property is a trial property to test the SimplyRETS. Private agent remarks will be included in this field for use in the SimplyRETS REST API. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"showingContactName\":None,\"property\":{\"roof\":\"Tile\",\"cooling\":None,\"style\":\"Contemporary/Modern\",\"area\":3498,\"bathsFull\":3,\"bathsHalf\":2,\"stories\":4,\"fireplaces\":3,\"flooring\":None,\"heating\":\"Central,Fuel - Gas Natural,Heat Pump\",\"bathrooms\":None,\"foundation\":\"Block & Beam\",\"laundryFeatures\":\"Area,Inside,Laundry Chute,See Remarks,Washer Hookup\",\"occupantName\":None,\"ownerName\":None,\"lotDescription\":\"Less Than 1/4 Acre Lot\",\"pool\":\"Association\",\"subType\":None,\"bedrooms\":5,\"interiorFeatures\":\"Alarm System - Owned, Breakfast Bar, Drapes/Curtains/Window Cover, Dry Bar, Fire/Smoke Alarm, High Ceiling, Refrigerator Included\",\"lotSize\":\"80X115\",\"areaSource\":\"PVA Office\",\"maintenanceExpense\":None,\"additionalRooms\":\"Bonus Room,Library/Office,Separate Lvng Rm,Sun Room,Workshop\",\"exteriorFeatures\":\"Back Yard, Back Yard Fenced, Fully Fenced, Patio/Deck, Sprinkler System\",\"water\":None,\"view\":\"Hills,Neighborhood,Trees/Woods\",\"lotSizeArea\":None,\"subdivision\":\"Collegeview Sec 03\",\"construction\":\"Coin Operated,Community Facility,Other\",\"parking\":{\"leased\":None,\"spaces\":8,\"description\":\"Parking Lot,2 Assigned,2 Unassigned,1-2 Step Entry\"},\"lotSizeAreaUnits\":None,\"type\":\"RNT\",\"garageSpaces\":2.477946596677948,\"bathsThreeQuarter\":None,\"accessibility\":\"Manned Gate\",\"acres\":None,\"occupantType\":None,\"subTypeText\":None,\"yearBuilt\":1980},\"mlsId\":1005236,\"showingContactPhone\":None,\"terms\":\"VA Loan,Conventional,Cash,FHA Loan,Cash To New Loan\",\"showingInstructions\":\"The showing instructions for this trial property are brought to you by the SimplyRETS team. This field will include any showing remarks for the given listing in your RETS feed. Enjoy!\",\"office\":{\"contact\":{\"email\":\"info-office@example.com\",\"office\":\"(618) 906-6754\",\"cell\":None},\"name\":None,\"servingName\":None,\"brokerid\":None},\"leaseTerm\":None,\"disclaimer\":\"This information is believed to be accurate, but without warranty.\",\"specialListingConditions\":None,\"originalListPrice\":None,\"address\":{\"crossStreet\":\"55TH AVENUE\",\"state\":\"Texas\",\"country\":\"United States\",\"postalCode\":\"77008\",\"streetName\":\"North FAIRHAVEN PL Creek\",\"streetNumberText\":\"70490\",\"city\":\"Houston\",\"streetNumber\":70490,\"full\":\"70490 North FAIRHAVEN PL Creek #13906\",\"unit\":\"13906\"},\"agreement\":\"Excl. Right to Sell\",\"listDate\":\"1994-02-04T07:47:42.315179Z\",\"agent\":{\"officeMlsId\":None,\"lastName\":\"Boyle\",\"contact\":{\"email\":\"agent@example.com\",\"office\":\"(618) 906-6754\",\"cell\":\"(717) 412-1336\"},\"address\":None,\"modified\":None,\"firstName\":\"Bruce\",\"id\":\"bboyle\"},\"modified\":\"1997-02-28T12:45:40.003532Z\",\"school\":{\"middleSchool\":\"KIRK\",\"highSchool\":\"Other\",\"elementarySchool\":\"Harvey Brown\",\"district\":None},\"photos\":[\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home10.jpg\",\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-10.jpg\"],\"listPrice\":8958673,\"internetAddressDisplay\":None,\"listingId\":\"32878950\",\"mls\":{\"status\":\"Active\",\"area\":\"Cypress North\",\"daysOnMarket\":787,\"originalEntryTimestamp\":None,\"originatingSystemName\":None,\"statusText\":\"þ*œÑ\\u00073ê\\u001cFÇy÷(\",\"areaMinor\":None},\"internetEntireListingDisplay\":None,\"geo\":{\"county\":\"South\",\"lat\":29.837292,\"lng\":-95.295909,\"marketArea\":\"Cypress North\",\"directions\":\"From 290 exit Barker Cypress to left on Tuckerton, right on Danbury Bridge, right on Bending Post, right on Driftwood Prairie\"},\"tax\":{\"taxYear\":1962,\"taxAnnualAmount\":2205,\"id\":\"593-723-781-8056\"},\"coAgent\":{\"officeMlsId\":None,\"lastName\":None,\"contact\":{\"email\":\"coagent@example.com\",\"office\":\"(891) 946-0382\",\"cell\":None},\"address\":None,\"modified\":None,\"firstName\":None,\"id\":\"TR098\"},\"sales\":{\"closeDate\":\"2010-05-20T15:21:49.097432Z\",\"office\":{\"contact\":None,\"name\":\"Acme Brokerage\",\"servingName\":\"Acme Brokerage\",\"brokerid\":\"ACME12\"},\"closePrice\":20050289,\"agent\":{\"officeMlsId\":\"ACME12\",\"lastName\":\"Phelps\",\"contact\":None,\"address\":None,\"modified\":None,\"firstName\":\"Shoshana\",\"id\":\"sphelps\"},\"contractDate\":None},\"ownership\":None,\"leaseType\":\"Triple Net\",\"virtualTourUrl\":None,\"remarks\":\"This property is a trial property to test the SimplyRETS. This field will include remarks or descriptions from your RETS feed intended for public view. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"association\":{\"frequency\":None,\"fee\":1000,\"name\":\"SimplyRETS Home Owners Association\",\"amenities\":\"Club House,Community Pool,Garden/ Greenbelt/ Trails,Playground,Recreation Room,Sauna/ Spa/ Hot Tub\"}},{\"privateRemarks\":\"This property is a trial property to test the SimplyRETS. Private agent remarks will be included in this field for use in the SimplyRETS REST API. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"showingContactName\":None,\"property\":{\"roof\":\"Aluminum, Composition\",\"cooling\":None,\"style\":\"Traditional\",\"area\":1623,\"bathsFull\":2,\"bathsHalf\":5,\"stories\":5,\"fireplaces\":1,\"flooring\":None,\"heating\":\"Forced Air,Furnace,Oil,Pellet\",\"bathrooms\":None,\"foundation\":\"Slab\",\"laundryFeatures\":\"Propane Dryer Hookup,Area\",\"occupantName\":None,\"ownerName\":None,\"lotDescription\":\"Less Than 1/4 Acre Lot\",\"pool\":\"Central Electric\",\"subType\":\"Condominium\",\"bedrooms\":4,\"interiorFeatures\":\"Breakfast Bar, Fire/Smoke Alarm, High Ceiling\",\"lotSize\":\"106X163X106X158\",\"areaSource\":\"Builder floor plan(s)\",\"maintenanceExpense\":None,\"additionalRooms\":\"Bonus,Great Room,Living Room,Main Floor Master Bedroom\",\"exteriorFeatures\":\"Back Yard, Back Yard Fenced, Fully Fenced, Patio/Deck, Sprinkler System\",\"water\":None,\"view\":\"Hills,Neighborhood,Trees/Woods\",\"lotSizeArea\":None,\"subdivision\":\"Terranova West Sec 03\",\"construction\":\"Propane Dryer Hookup,Area\",\"parking\":{\"leased\":None,\"spaces\":0,\"description\":\"Controlled Entrance,Driveway,Driveway - Concrete,Garage,Gated,Workshop\"},\"lotSizeAreaUnits\":None,\"type\":\"RES\",\"garageSpaces\":3.5868501381467546,\"bathsThreeQuarter\":None,\"accessibility\":\"Driveway Gate\",\"acres\":None,\"occupantType\":None,\"subTypeText\":None,\"yearBuilt\":1968},\"mlsId\":1005254,\"showingContactPhone\":None,\"terms\":\"Owner Will Consider Exchange\",\"showingInstructions\":\"The showing instructions for this trial property are brought to you by the SimplyRETS team. This field will include any showing remarks for the given listing in your RETS feed. Enjoy!\",\"office\":{\"contact\":{\"email\":\"info-office@example.com\",\"office\":\"(110) 757-2477\",\"cell\":None},\"name\":None,\"servingName\":None,\"brokerid\":None},\"leaseTerm\":None,\"disclaimer\":\"This information is believed to be accurate, but without warranty.\",\"specialListingConditions\":None,\"originalListPrice\":None,\"address\":{\"crossStreet\":\"Paraiso Drive\",\"state\":\"Texas\",\"country\":\"United States\",\"postalCode\":\"77532\",\"streetName\":\"South GAITHER WAY CT\",\"streetNumberText\":\"60843\",\"city\":\"Houston\",\"streetNumber\":60843,\"full\":\"60843 South GAITHER WAY CT #18393\",\"unit\":\"18393\"},\"agreement\":\"Trans. Brokerage\",\"listDate\":\"1994-02-27T01:41:36.072932Z\",\"agent\":{\"officeMlsId\":None,\"lastName\":\"Peters\",\"contact\":{\"email\":\"agent@example.com\",\"office\":\"(110) 757-2477\",\"cell\":\"(792) 906-1453\"},\"address\":None,\"modified\":None,\"firstName\":\"Vielka\",\"id\":\"vpeters\"},\"modified\":\"1994-01-07T19:44:21.404042Z\",\"school\":{\"middleSchool\":\"Anderson\",\"highSchool\":\"TAYLOR\",\"elementarySchool\":\"VALLEY OAKS\",\"district\":None},\"photos\":[\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home4.jpg\",\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-4.jpg\"],\"listPrice\":22790088,\"internetAddressDisplay\":None,\"listingId\":\"7109406\",\"mls\":{\"status\":\"Pending\",\"area\":\"Copperfield Area\",\"daysOnMarket\":62,\"originalEntryTimestamp\":None,\"originatingSystemName\":None,\"statusText\":\"£â)‚\\u0018úœÖƒ>†,‰\\u0001CñÁ\\u000b\",\"areaMinor\":None},\"internetEntireListingDisplay\":None,\"geo\":{\"county\":\"South\",\"lat\":30.002778,\"lng\":-95.434443,\"marketArea\":\"Copperfield Area\",\"directions\":\"From 290 exit Barker Cypress to left on Tuckerton, right on Danbury Bridge, right on Bending Post, right on Driftwood Prairie\"},\"tax\":{\"taxYear\":1959,\"taxAnnualAmount\":6791,\"id\":\"873-000-392-4123\"},\"coAgent\":{\"officeMlsId\":None,\"lastName\":None,\"contact\":{\"email\":\"coagent@example.com\",\"office\":\"(674) 360-6410\",\"cell\":None},\"address\":None,\"modified\":None,\"firstName\":None,\"id\":\"TR098\"},\"sales\":{\"closeDate\":\"2002-04-18T06:58:54.885248Z\",\"office\":{\"contact\":None,\"name\":\"Trial Realty, Inc\",\"servingName\":\"Trial Realty, Inc\",\"brokerid\":\"TR098\"},\"closePrice\":10331548,\"agent\":{\"officeMlsId\":\"TR098\",\"lastName\":\"Mccormick\",\"contact\":None,\"address\":None,\"modified\":None,\"firstName\":\"Idola\",\"id\":\"dmccormick\"},\"contractDate\":None},\"ownership\":None,\"leaseType\":\"Net\",\"virtualTourUrl\":None,\"remarks\":\"This property is a trial property to test the SimplyRETS. This field will include remarks or descriptions from your RETS feed intended for public view. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"association\":{\"frequency\":None,\"fee\":1000,\"name\":\"SimplyRETS Home Owners Association\",\"amenities\":\"Club House,Community Pool,Garden/ Greenbelt/ Trails,Playground,Recreation Room,Sauna/ Spa/ Hot Tub\"}},{\"privateRemarks\":\"This property is a trial property to test the SimplyRETS. Private agent remarks will be included in this field for use in the SimplyRETS REST API. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"showingContactName\":None,\"property\":{\"roof\":\"Other\",\"cooling\":None,\"style\":\"Colonial, Split Level\",\"area\":4553,\"bathsFull\":5,\"bathsHalf\":4,\"stories\":5,\"fireplaces\":3,\"flooring\":None,\"heating\":\"Forced Air,Gas,Stove - Wood\",\"bathrooms\":None,\"foundation\":\"Slab\",\"laundryFeatures\":\"Dryer Included,Area,See Remarks,Washer Included,Individual Room\",\"occupantName\":None,\"ownerName\":None,\"lotDescription\":\"Fenced Yard\",\"pool\":\"Association,Private,In Ground\",\"subType\":\"Townhouse\",\"bedrooms\":3,\"interiorFeatures\":\"Alarm System - Owned, Fire/Smoke Alarm\",\"lotSize\":\"85' X 228'\",\"areaSource\":\"County PVA\",\"maintenanceExpense\":None,\"additionalRooms\":\"Bonus Room,Family Room,Inlaw / Rental Apartment,Inside Utility\",\"exteriorFeatures\":\"Back Yard Fenced, Covered Patio/Deck\",\"water\":None,\"view\":\"None\",\"lotSizeArea\":None,\"subdivision\":\"PADDOCK\",\"construction\":\"Stackable,Washer Included,Dryer Included,Inside\",\"parking\":{\"leased\":None,\"spaces\":0,\"description\":\"Attached Garage,Off-Site Parking,Room for Oversized Vehicle\"},\"lotSizeAreaUnits\":None,\"type\":\"RES\",\"garageSpaces\":0.183717483539253,\"bathsThreeQuarter\":None,\"accessibility\":\"Driveway Gate\",\"acres\":None,\"occupantType\":None,\"subTypeText\":None,\"yearBuilt\":1952},\"mlsId\":1005240,\"showingContactPhone\":None,\"terms\":\"Conventional,Contract (Articles) for Deed,Lease/Purchase,Rent w/ Option,Rewrite/Blend,Trade/Exchange,Other\",\"showingInstructions\":\"The showing instructions for this trial property are brought to you by the SimplyRETS team. This field will include any showing remarks for the given listing in your RETS feed. Enjoy!\",\"office\":{\"contact\":{\"email\":\"info-office@example.com\",\"office\":\"(073) 894-0888\",\"cell\":None},\"name\":None,\"servingName\":None,\"brokerid\":None},\"leaseTerm\":None,\"disclaimer\":\"This information is believed to be accurate, but without warranty.\",\"specialListingConditions\":None,\"originalListPrice\":None,\"address\":{\"crossStreet\":\"Brunell Dr.\",\"state\":\"Texas\",\"country\":\"United States\",\"postalCode\":\"77377\",\"streetName\":\"North British Colony Lndg\",\"streetNumberText\":\"2976\",\"city\":\"Houston\",\"streetNumber\":2976,\"full\":\"2976 North British Colony Lndg #12306\",\"unit\":\"12306\"},\"agreement\":\"Exclusive Right To Sell\",\"listDate\":\"2006-07-12T17:39:06.99235Z\",\"agent\":{\"officeMlsId\":None,\"lastName\":\"Phelps\",\"contact\":{\"email\":\"agent@example.com\",\"office\":\"(073) 894-0888\",\"cell\":\"(082) 384-5656\"},\"address\":None,\"modified\":None,\"firstName\":\"Shoshana\",\"id\":\"sphelps\"},\"modified\":\"1991-11-04T01:46:24.801111Z\",\"school\":{\"middleSchool\":\"Anderson\",\"highSchool\":\"Cy Creek\",\"elementarySchool\":\"Black\",\"district\":None},\"photos\":[\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home7.jpg\",\"https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-7.jpg\"],\"listPrice\":17236623,\"internetAddressDisplay\":None,\"listingId\":\"29818818\",\"mls\":{\"status\":\"Active\",\"area\":\"Tanglewood Area\",\"daysOnMarket\":83,\"originalEntryTimestamp\":None,\"originatingSystemName\":None,\"statusText\":\"%1¦© D±Ù{Ú\\\\‘ĘŠó\",\"areaMinor\":None},\"internetEntireListingDisplay\":None,\"geo\":{\"county\":\"South\",\"lat\":29.906613,\"lng\":-95.580554,\"marketArea\":\"Tanglewood Area\",\"directions\":\"From 290 exit Barker Cypress to left on Tuckerton, right on Danbury Bridge, right on Bending Post, right on Driftwood Prairie\"},\"tax\":{\"taxYear\":1994,\"taxAnnualAmount\":9779,\"id\":\"878-123-843-6924\"},\"coAgent\":{\"officeMlsId\":None,\"lastName\":None,\"contact\":{\"email\":\"coagent@example.com\",\"office\":\"(309) 821-4364\",\"cell\":None},\"address\":None,\"modified\":None,\"firstName\":None,\"id\":\"TR098\"},\"sales\":{\"closeDate\":\"2003-03-29T06:32:50.304353Z\",\"office\":{\"contact\":None,\"name\":\"Acme Brokerage\",\"servingName\":\"Acme Brokerage\",\"brokerid\":\"ACME12\"},\"closePrice\":21485650,\"agent\":{\"officeMlsId\":\"ACME12\",\"lastName\":\"Fletcher\",\"contact\":None,\"address\":None,\"modified\":None,\"firstName\":\"Ian\",\"id\":\"ifletcher\"},\"contractDate\":None},\"ownership\":None,\"leaseType\":\"Negotiable\",\"virtualTourUrl\":None,\"remarks\":\"This property is a trial property to test the SimplyRETS. This field will include remarks or descriptions from your RETS feed intended for public view. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum.\",\"association\":{\"frequency\":None,\"fee\":1000,\"name\":\"SimplyRETS Home Owners Association\",\"amenities\":\"Club House,Community Pool,Garden/ Greenbelt/ Trails,Playground,Recreation Room,Sauna/ Spa/ Hot Tub\"}}]\n" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[{'address': {'city': 'Houston',\n", " 'country': 'United States',\n", " 'crossStreet': 'Dunne Ave',\n", " 'full': '74434 East Sweet Bottom Br #18393',\n", " 'postalCode': '77096',\n", " 'state': 'Texas',\n", " 'streetName': 'East Sweet Bottom Br',\n", " 'streetNumber': 74434,\n", " 'streetNumberText': '74434',\n", " 'unit': '18393'},\n", " 'agent': {'address': None,\n", " 'contact': {'cell': '(825) 907-4024',\n", " 'email': 'agent@example.com',\n", " 'office': '(582) 242-9591'},\n", " 'firstName': 'Shoshana',\n", " 'id': 'sphelps',\n", " 'lastName': 'Phelps',\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'agreement': 'Purchaser Exemptions',\n", " 'association': {'amenities': 'Club House,Community Pool,Garden/ Greenbelt/ '\n", " 'Trails,Playground,Recreation Room,Sauna/ Spa/ '\n", " 'Hot Tub',\n", " 'fee': 1000,\n", " 'frequency': None,\n", " 'name': 'SimplyRETS Home Owners Association'},\n", " 'coAgent': {'address': None,\n", " 'contact': {'cell': None,\n", " 'email': 'coagent@example.com',\n", " 'office': '(556) 750-9377'},\n", " 'firstName': None,\n", " 'id': 'ACME12',\n", " 'lastName': None,\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'disclaimer': 'This information is believed to be accurate, but without '\n", " 'warranty.',\n", " 'geo': {'county': 'North',\n", " 'directions': 'From 290 exit Barker Cypress to left on Tuckerton, '\n", " 'right on Danbury Bridge, right on Bending Post, right '\n", " 'on Driftwood Prairie',\n", " 'lat': 29.689418,\n", " 'lng': -95.474464,\n", " 'marketArea': 'Spring/Klein'},\n", " 'internetAddressDisplay': None,\n", " 'internetEntireListingDisplay': None,\n", " 'leaseTerm': None,\n", " 'leaseType': 'FullServ',\n", " 'listDate': '2011-05-23T18:50:30.184391Z',\n", " 'listPrice': 20714261,\n", " 'listingId': '49699701',\n", " 'mls': {'area': 'Spring/Klein',\n", " 'areaMinor': None,\n", " 'daysOnMarket': 862,\n", " 'originalEntryTimestamp': None,\n", " 'originatingSystemName': None,\n", " 'status': 'Active',\n", " 'statusText': '½~\\x94Y\\x90i'},\n", " 'mlsId': 1005192,\n", " 'modified': '2015-11-14T17:57:26.262392Z',\n", " 'office': {'brokerid': None,\n", " 'contact': {'cell': None,\n", " 'email': 'info-office@example.com',\n", " 'office': '(582) 242-9591'},\n", " 'name': None,\n", " 'servingName': None},\n", " 'originalListPrice': None,\n", " 'ownership': None,\n", " 'photos': ['https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home9.jpg',\n", " 'https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-9.jpg'],\n", " 'privateRemarks': 'This property is a trial property to test the SimplyRETS. '\n", " 'Private agent remarks will be included in this field for '\n", " 'use in the SimplyRETS REST API. Lorem ipsum dolor sit '\n", " 'amet, consectetur adipiscing elit, sed do eiusmod tempor '\n", " 'incididunt ut labore et dolore magna aliqua. Ut enim ad '\n", " 'minim veniam, quis nostrud exercitation ullamco laboris '\n", " 'nisi ut aliquip ex ea commodo consequat. Duis aute irure '\n", " 'dolor in reprehenderit in voluptate velit esse cillum '\n", " 'dolore eu fugiat nulla pariatur. Excepteur sint occaecat '\n", " 'cupidatat non proident, sunt in culpa qui officia '\n", " 'deserunt mollit anim id est laborum.',\n", " 'property': {'accessibility': 'Manned Gate',\n", " 'acres': None,\n", " 'additionalRooms': 'Recreation,Master Bedroom,See Remarks',\n", " 'area': 1043,\n", " 'areaSource': 'Floorplans',\n", " 'bathrooms': None,\n", " 'bathsFull': 5,\n", " 'bathsHalf': 6,\n", " 'bathsThreeQuarter': None,\n", " 'bedrooms': 2,\n", " 'construction': 'In Kitchen,Stackable,Washer Included',\n", " 'cooling': None,\n", " 'exteriorFeatures': 'Back Yard Fenced, Covered Patio/Deck, '\n", " 'Patio/Deck',\n", " 'fireplaces': 1,\n", " 'flooring': None,\n", " 'foundation': 'Slab',\n", " 'garageSpaces': 8.74556425245327,\n", " 'heating': 'Radiant Heat',\n", " 'interiorFeatures': 'Drapes/Curtains/Window Cover, Fire/Smoke '\n", " 'Alarm, High Ceiling, Island Kitchen',\n", " 'laundryFeatures': 'Area,Electric Dryer Hookup,Individual '\n", " 'Room,Washer Hookup',\n", " 'lotDescription': 'Private Backyard',\n", " 'lotSize': '127X146',\n", " 'lotSizeArea': None,\n", " 'lotSizeAreaUnits': None,\n", " 'maintenanceExpense': None,\n", " 'occupantName': None,\n", " 'occupantType': None,\n", " 'ownerName': None,\n", " 'parking': {'description': 'Garage Door '\n", " 'Opener,Public,Garage,Side by Side',\n", " 'leased': None,\n", " 'spaces': 6},\n", " 'pool': 'Association,Private,In Ground',\n", " 'roof': 'Tile',\n", " 'stories': 3,\n", " 'style': 'Traditional',\n", " 'subType': None,\n", " 'subTypeText': None,\n", " 'subdivision': 'Waterstone Springs',\n", " 'type': 'RES',\n", " 'view': 'Golf Course',\n", " 'water': None,\n", " 'yearBuilt': 1998},\n", " 'remarks': 'This property is a trial property to test the SimplyRETS. This '\n", " 'field will include remarks or descriptions from your RETS feed '\n", " 'intended for public view. Lorem ipsum dolor sit amet, '\n", " 'consectetur adipiscing elit, sed do eiusmod tempor incididunt ut '\n", " 'labore et dolore magna aliqua. Ut enim ad minim veniam, quis '\n", " 'nostrud exercitation ullamco laboris nisi ut aliquip ex ea '\n", " 'commodo consequat. Duis aute irure dolor in reprehenderit in '\n", " 'voluptate velit esse cillum dolore eu fugiat nulla pariatur. '\n", " 'Excepteur sint occaecat cupidatat non proident, sunt in culpa '\n", " 'qui officia deserunt mollit anim id est laborum.',\n", " 'sales': {'agent': {'address': None,\n", " 'contact': None,\n", " 'firstName': 'Buffy',\n", " 'id': 'blong',\n", " 'lastName': 'Long',\n", " 'modified': None,\n", " 'officeMlsId': 'ACME12'},\n", " 'closeDate': '1996-10-21T15:15:54.171139Z',\n", " 'closePrice': 17946033,\n", " 'contractDate': None,\n", " 'office': {'brokerid': 'ACME12',\n", " 'contact': None,\n", " 'name': 'Acme Brokerage',\n", " 'servingName': 'Acme Brokerage'}},\n", " 'school': {'district': None,\n", " 'elementarySchool': 'HAYES',\n", " 'highSchool': 'Cy Creek',\n", " 'middleSchool': 'FALCON PASS'},\n", " 'showingContactName': None,\n", " 'showingContactPhone': None,\n", " 'showingInstructions': 'The showing instructions for this trial property are '\n", " 'brought to you by the SimplyRETS team. This field '\n", " 'will include any showing remarks for the given '\n", " 'listing in your RETS feed. Enjoy!',\n", " 'specialListingConditions': None,\n", " 'tax': {'id': '593-723-781-8056', 'taxAnnualAmount': 3180, 'taxYear': 1981},\n", " 'terms': 'Conventional',\n", " 'virtualTourUrl': None},\n", " {'address': {'city': 'Houston',\n", " 'country': 'United States',\n", " 'crossStreet': 'Canyon Hill/ Sage',\n", " 'full': '34149 East GRANICUS Mews #I-7',\n", " 'postalCode': '77018',\n", " 'state': 'Texas',\n", " 'streetName': 'East GRANICUS Mews',\n", " 'streetNumber': 34149,\n", " 'streetNumberText': '34149',\n", " 'unit': 'I-7'},\n", " 'agent': {'address': None,\n", " 'contact': {'cell': '(062) 609-1783',\n", " 'email': 'agent@example.com',\n", " 'office': '(094) 751-0533'},\n", " 'firstName': 'Vanna',\n", " 'id': 'vjuarez',\n", " 'lastName': 'Juarez',\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'agreement': 'Open',\n", " 'association': {'amenities': 'Club House,Community Pool,Garden/ Greenbelt/ '\n", " 'Trails,Playground,Recreation Room,Sauna/ Spa/ '\n", " 'Hot Tub',\n", " 'fee': 1000,\n", " 'frequency': None,\n", " 'name': 'SimplyRETS Home Owners Association'},\n", " 'coAgent': {'address': None,\n", " 'contact': {'cell': None,\n", " 'email': 'coagent@example.com',\n", " 'office': '(123) 719-5703'},\n", " 'firstName': None,\n", " 'id': 'TR098',\n", " 'lastName': None,\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'disclaimer': 'This information is believed to be accurate, but without '\n", " 'warranty.',\n", " 'geo': {'county': 'East',\n", " 'directions': 'From 290 exit Barker Cypress to left on Tuckerton, '\n", " 'right on Danbury Bridge, right on Bending Post, right '\n", " 'on Driftwood Prairie',\n", " 'lat': 29.58936,\n", " 'lng': -95.139313,\n", " 'marketArea': 'Montrose'},\n", " 'internetAddressDisplay': None,\n", " 'internetEntireListingDisplay': None,\n", " 'leaseTerm': None,\n", " 'leaseType': 'Double Net',\n", " 'listDate': '1991-12-12T00:45:02.01603Z',\n", " 'listPrice': 7857291,\n", " 'listingId': '94037173',\n", " 'mls': {'area': 'Montrose',\n", " 'areaMinor': None,\n", " 'daysOnMarket': 661,\n", " 'originalEntryTimestamp': None,\n", " 'originatingSystemName': None,\n", " 'status': 'Active',\n", " 'statusText': '¥\\x97v\\x0fØ<'},\n", " 'mlsId': 1005193,\n", " 'modified': '2014-12-06T08:15:09.185065Z',\n", " 'office': {'brokerid': None,\n", " 'contact': {'cell': None,\n", " 'email': 'info-office@example.com',\n", " 'office': '(094) 751-0533'},\n", " 'name': None,\n", " 'servingName': None},\n", " 'originalListPrice': None,\n", " 'ownership': None,\n", " 'photos': ['https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home14.jpg',\n", " 'https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-14.jpg'],\n", " 'privateRemarks': 'This property is a trial property to test the SimplyRETS. '\n", " 'Private agent remarks will be included in this field for '\n", " 'use in the SimplyRETS REST API. Lorem ipsum dolor sit '\n", " 'amet, consectetur adipiscing elit, sed do eiusmod tempor '\n", " 'incididunt ut labore et dolore magna aliqua. Ut enim ad '\n", " 'minim veniam, quis nostrud exercitation ullamco laboris '\n", " 'nisi ut aliquip ex ea commodo consequat. Duis aute irure '\n", " 'dolor in reprehenderit in voluptate velit esse cillum '\n", " 'dolore eu fugiat nulla pariatur. Excepteur sint occaecat '\n", " 'cupidatat non proident, sunt in culpa qui officia '\n", " 'deserunt mollit anim id est laborum.',\n", " 'property': {'accessibility': 'Driveway Gate',\n", " 'acres': None,\n", " 'additionalRooms': '2nd Kitchen,Enclosed Porch,Sitting Room',\n", " 'area': 2955,\n", " 'areaSource': 'County PVA',\n", " 'bathrooms': None,\n", " 'bathsFull': 2,\n", " 'bathsHalf': 2,\n", " 'bathsThreeQuarter': None,\n", " 'bedrooms': 6,\n", " 'construction': 'Dryer Included,Individual Room,Washer '\n", " 'Included,See Remarks',\n", " 'cooling': None,\n", " 'exteriorFeatures': 'Back Green Space, Back Yard Fenced, '\n", " 'Covered Patio/Deck',\n", " 'fireplaces': 1,\n", " 'flooring': None,\n", " 'foundation': 'Slab on Builders Pier',\n", " 'garageSpaces': 5.075003918140549,\n", " 'heating': 'Electric,Heat Pump 1st Lvl,Heat Pump 2nd Lvl,Other',\n", " 'interiorFeatures': 'Breakfast Bar, High Ceiling',\n", " 'laundryFeatures': 'Propane Dryer Hookup,Area',\n", " 'lotDescription': 'Cul-de-sac,Fenced Yard',\n", " 'lotSize': '120X140',\n", " 'lotSizeArea': None,\n", " 'lotSizeAreaUnits': None,\n", " 'maintenanceExpense': None,\n", " 'occupantName': None,\n", " 'occupantType': None,\n", " 'ownerName': None,\n", " 'parking': {'description': 'Garage Door '\n", " 'Opener,Public,Garage,Side by Side',\n", " 'leased': None,\n", " 'spaces': 6},\n", " 'pool': 'Association,Community Pool',\n", " 'roof': 'Composition',\n", " 'stories': 4,\n", " 'style': 'Ranch',\n", " 'subType': 'Condominium',\n", " 'subTypeText': None,\n", " 'subdivision': 'Gleannloch Farms',\n", " 'type': 'RES',\n", " 'view': 'Hills,Neighborhood,Trees/Woods',\n", " 'water': None,\n", " 'yearBuilt': 1996},\n", " 'remarks': 'This property is a trial property to test the SimplyRETS. This '\n", " 'field will include remarks or descriptions from your RETS feed '\n", " 'intended for public view. Lorem ipsum dolor sit amet, '\n", " 'consectetur adipiscing elit, sed do eiusmod tempor incididunt ut '\n", " 'labore et dolore magna aliqua. Ut enim ad minim veniam, quis '\n", " 'nostrud exercitation ullamco laboris nisi ut aliquip ex ea '\n", " 'commodo consequat. Duis aute irure dolor in reprehenderit in '\n", " 'voluptate velit esse cillum dolore eu fugiat nulla pariatur. '\n", " 'Excepteur sint occaecat cupidatat non proident, sunt in culpa '\n", " 'qui officia deserunt mollit anim id est laborum.',\n", " 'sales': {'agent': {'address': None,\n", " 'contact': None,\n", " 'firstName': 'Scott',\n", " 'id': 'smendoza',\n", " 'lastName': 'Mendoza',\n", " 'modified': None,\n", " 'officeMlsId': 'TR098'},\n", " 'closeDate': '1994-01-21T23:56:43.379486Z',\n", " 'closePrice': 12713238,\n", " 'contractDate': None,\n", " 'office': {'brokerid': 'TR098',\n", " 'contact': None,\n", " 'name': 'Trial Realty, Inc',\n", " 'servingName': 'Trial Realty, Inc'}},\n", " 'school': {'district': None,\n", " 'elementarySchool': 'FALCON PASS',\n", " 'highSchool': 'Klein Oak',\n", " 'middleSchool': 'Fall Creek'},\n", " 'showingContactName': None,\n", " 'showingContactPhone': None,\n", " 'showingInstructions': 'The showing instructions for this trial property are '\n", " 'brought to you by the SimplyRETS team. This field '\n", " 'will include any showing remarks for the given '\n", " 'listing in your RETS feed. Enjoy!',\n", " 'specialListingConditions': None,\n", " 'tax': {'id': '323-369-794-7821', 'taxAnnualAmount': 9766, 'taxYear': 1951},\n", " 'terms': 'Lease/Purchase,Owner May Help/Assist,Purchase Money Mortgage,Rent '\n", " 'w/ Option',\n", " 'virtualTourUrl': None},\n", " {'address': {'city': 'Houston',\n", " 'country': 'United States',\n", " 'crossStreet': 'East Katella & Handy Street',\n", " 'full': '68827 South 99 CT Estates #783',\n", " 'postalCode': '77375',\n", " 'state': 'Texas',\n", " 'streetName': 'South 99 CT Estates',\n", " 'streetNumber': 68827,\n", " 'streetNumberText': '68827',\n", " 'unit': '783'},\n", " 'agent': {'address': None,\n", " 'contact': {'cell': '(009) 022-2455',\n", " 'email': 'agent@example.com',\n", " 'office': '(541) 682-2997'},\n", " 'firstName': 'Scott',\n", " 'id': 'smendoza',\n", " 'lastName': 'Mendoza',\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'agreement': 'Exclusive Right To Sell',\n", " 'association': {'amenities': 'Club House,Community Pool,Garden/ Greenbelt/ '\n", " 'Trails,Playground,Recreation Room,Sauna/ Spa/ '\n", " 'Hot Tub',\n", " 'fee': 1000,\n", " 'frequency': None,\n", " 'name': 'SimplyRETS Home Owners Association'},\n", " 'coAgent': {'address': None,\n", " 'contact': {'cell': None,\n", " 'email': 'coagent@example.com',\n", " 'office': '(024) 854-4588'},\n", " 'firstName': None,\n", " 'id': 'KWCO834',\n", " 'lastName': None,\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'disclaimer': 'This information is believed to be accurate, but without '\n", " 'warranty.',\n", " 'geo': {'county': 'West',\n", " 'directions': 'From 290 exit Barker Cypress to left on Tuckerton, '\n", " 'right on Danbury Bridge, right on Bending Post, right '\n", " 'on Driftwood Prairie',\n", " 'lat': 29.747591,\n", " 'lng': -95.577139,\n", " 'marketArea': 'Memorial West'},\n", " 'internetAddressDisplay': None,\n", " 'internetEntireListingDisplay': None,\n", " 'leaseTerm': None,\n", " 'leaseType': 'Net,Triple Net',\n", " 'listDate': '2010-01-26T01:51:46.915087Z',\n", " 'listPrice': 18730333,\n", " 'listingId': '59437738',\n", " 'mls': {'area': 'Memorial West',\n", " 'areaMinor': None,\n", " 'daysOnMarket': 446,\n", " 'originalEntryTimestamp': None,\n", " 'originatingSystemName': None,\n", " 'status': 'Pending',\n", " 'statusText': 'ÿ\\x93'},\n", " 'mlsId': 1005172,\n", " 'modified': '2006-03-16T13:48:17.525789Z',\n", " 'office': {'brokerid': None,\n", " 'contact': {'cell': None,\n", " 'email': 'info-office@example.com',\n", " 'office': '(541) 682-2997'},\n", " 'name': None,\n", " 'servingName': None},\n", " 'originalListPrice': None,\n", " 'ownership': None,\n", " 'photos': ['https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home4.jpg',\n", " 'https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-4.jpg'],\n", " 'privateRemarks': 'This property is a trial property to test the SimplyRETS. '\n", " 'Private agent remarks will be included in this field for '\n", " 'use in the SimplyRETS REST API. Lorem ipsum dolor sit '\n", " 'amet, consectetur adipiscing elit, sed do eiusmod tempor '\n", " 'incididunt ut labore et dolore magna aliqua. Ut enim ad '\n", " 'minim veniam, quis nostrud exercitation ullamco laboris '\n", " 'nisi ut aliquip ex ea commodo consequat. Duis aute irure '\n", " 'dolor in reprehenderit in voluptate velit esse cillum '\n", " 'dolore eu fugiat nulla pariatur. Excepteur sint occaecat '\n", " 'cupidatat non proident, sunt in culpa qui officia '\n", " 'deserunt mollit anim id est laborum.',\n", " 'property': {'accessibility': 'Automatic Gate',\n", " 'acres': None,\n", " 'additionalRooms': 'Bonus,Den,Living Room,Main Floor Bedroom',\n", " 'area': 3477,\n", " 'areaSource': 'Floorplans',\n", " 'bathrooms': None,\n", " 'bathsFull': 4,\n", " 'bathsHalf': 1,\n", " 'bathsThreeQuarter': None,\n", " 'bedrooms': 5,\n", " 'construction': 'Gas & Electric Dryer Hookup,Gas Dryer '\n", " 'Hookup,Inside,Individual Room',\n", " 'cooling': None,\n", " 'exteriorFeatures': 'Back Yard Fenced, Covered Patio/Deck, '\n", " 'Patio/Deck, Satellite Dish, Storage Shed, '\n", " 'Subdivision Tennis Court',\n", " 'fireplaces': 1,\n", " 'flooring': None,\n", " 'foundation': 'Block & Beam',\n", " 'garageSpaces': 3.2648817750966175,\n", " 'heating': 'Central Furnace,Energy Star,High '\n", " 'Efficiency,Fireplace,Humidity Control',\n", " 'interiorFeatures': 'Drapes/Curtains/Window Cover, Fire/Smoke '\n", " 'Alarm, High Ceiling, Prewired for Alarm '\n", " 'System',\n", " 'laundryFeatures': 'Area,Electric Dryer Hookup,Individual '\n", " 'Room,Washer Hookup',\n", " 'lotDescription': 'Corner',\n", " 'lotSize': '50/143X70/163',\n", " 'lotSizeArea': None,\n", " 'lotSizeAreaUnits': None,\n", " 'maintenanceExpense': None,\n", " 'occupantName': None,\n", " 'occupantType': None,\n", " 'ownerName': None,\n", " 'parking': {'description': 'Uncovered,Driveway,Driveway - '\n", " 'Concrete,See Remarks',\n", " 'leased': None,\n", " 'spaces': 3},\n", " 'pool': 'Community',\n", " 'roof': 'Aluminum, Composition',\n", " 'stories': 3,\n", " 'style': 'Ranch',\n", " 'subType': 'SingleFamilyResidence',\n", " 'subTypeText': None,\n", " 'subdivision': 'Terranova West Sec 03',\n", " 'type': 'RES',\n", " 'view': 'Neighborhood',\n", " 'water': None,\n", " 'yearBuilt': 1978},\n", " 'remarks': 'This property is a trial property to test the SimplyRETS. This '\n", " 'field will include remarks or descriptions from your RETS feed '\n", " 'intended for public view. Lorem ipsum dolor sit amet, '\n", " 'consectetur adipiscing elit, sed do eiusmod tempor incididunt ut '\n", " 'labore et dolore magna aliqua. Ut enim ad minim veniam, quis '\n", " 'nostrud exercitation ullamco laboris nisi ut aliquip ex ea '\n", " 'commodo consequat. Duis aute irure dolor in reprehenderit in '\n", " 'voluptate velit esse cillum dolore eu fugiat nulla pariatur. '\n", " 'Excepteur sint occaecat cupidatat non proident, sunt in culpa '\n", " 'qui officia deserunt mollit anim id est laborum.',\n", " 'sales': {'agent': {'address': None,\n", " 'contact': None,\n", " 'firstName': 'Uriel',\n", " 'id': 'umullins',\n", " 'lastName': 'Mullins',\n", " 'modified': None,\n", " 'officeMlsId': 'KWCO834'},\n", " 'closeDate': '1995-09-10T04:19:22.097351Z',\n", " 'closePrice': 12983889,\n", " 'contractDate': None,\n", " 'office': {'brokerid': 'KWCO834',\n", " 'contact': None,\n", " 'name': 'Keller Williams Greater Houston',\n", " 'servingName': 'Keller Williams Greater Houston'}},\n", " 'school': {'district': None,\n", " 'elementarySchool': 'Greenwood',\n", " 'highSchool': 'Klein Oak',\n", " 'middleSchool': 'Pattison'},\n", " 'showingContactName': None,\n", " 'showingContactPhone': None,\n", " 'showingInstructions': 'The showing instructions for this trial property are '\n", " 'brought to you by the SimplyRETS team. This field '\n", " 'will include any showing remarks for the given '\n", " 'listing in your RETS feed. Enjoy!',\n", " 'specialListingConditions': None,\n", " 'tax': {'id': '870-420-184-4578', 'taxAnnualAmount': 2326, 'taxYear': 1965},\n", " 'terms': 'Conventional,Cash,VA Loan,Cash To New Loan',\n", " 'virtualTourUrl': None},\n", " {'address': {'city': 'Houston',\n", " 'country': 'United States',\n", " 'crossStreet': 'N. of 195th St & W. of Norwalk',\n", " 'full': '36992 West Georgetown(lot 18) Boulevard #C 104',\n", " 'postalCode': '77429',\n", " 'state': 'Texas',\n", " 'streetName': 'West Georgetown(lot 18) Boulevard',\n", " 'streetNumber': 36992,\n", " 'streetNumberText': '36992',\n", " 'unit': 'C 104'},\n", " 'agent': {'address': None,\n", " 'contact': {'cell': '(474) 567-7029',\n", " 'email': 'agent@example.com',\n", " 'office': '(559) 583-7474'},\n", " 'firstName': 'Jolie',\n", " 'id': 'jrivera',\n", " 'lastName': 'Rivera',\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'agreement': 'Exclusive Right To Lease(ER)',\n", " 'association': {'amenities': 'Club House,Community Pool,Garden/ Greenbelt/ '\n", " 'Trails,Playground,Recreation Room,Sauna/ Spa/ '\n", " 'Hot Tub',\n", " 'fee': 1000,\n", " 'frequency': None,\n", " 'name': 'SimplyRETS Home Owners Association'},\n", " 'coAgent': {'address': None,\n", " 'contact': {'cell': None,\n", " 'email': 'coagent@example.com',\n", " 'office': '(821) 882-0694'},\n", " 'firstName': None,\n", " 'id': 'HPM34',\n", " 'lastName': None,\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'disclaimer': 'This information is believed to be accurate, but without '\n", " 'warranty.',\n", " 'geo': {'county': 'West',\n", " 'directions': 'From 290 exit Barker Cypress to left on Tuckerton, '\n", " 'right on Danbury Bridge, right on Bending Post, right '\n", " 'on Driftwood Prairie',\n", " 'lat': 30.063901,\n", " 'lng': -95.486693,\n", " 'marketArea': 'The Woodlands'},\n", " 'internetAddressDisplay': None,\n", " 'internetEntireListingDisplay': None,\n", " 'leaseTerm': None,\n", " 'leaseType': 'FullServ',\n", " 'listDate': '2006-03-04T03:13:17.178082Z',\n", " 'listPrice': 6070556,\n", " 'listingId': '36749718',\n", " 'mls': {'area': 'The Woodlands',\n", " 'areaMinor': None,\n", " 'daysOnMarket': 989,\n", " 'originalEntryTimestamp': None,\n", " 'originatingSystemName': None,\n", " 'status': 'Active',\n", " 'statusText': '\\x0bLÚ§u93ÍBïzoñÒ´ \\x9eä'},\n", " 'mlsId': 1005255,\n", " 'modified': '2005-01-25T21:49:48.845996Z',\n", " 'office': {'brokerid': None,\n", " 'contact': {'cell': None,\n", " 'email': 'info-office@example.com',\n", " 'office': '(559) 583-7474'},\n", " 'name': None,\n", " 'servingName': None},\n", " 'originalListPrice': None,\n", " 'ownership': None,\n", " 'photos': ['https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home14.jpg',\n", " 'https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-14.jpg'],\n", " 'privateRemarks': 'This property is a trial property to test the SimplyRETS. '\n", " 'Private agent remarks will be included in this field for '\n", " 'use in the SimplyRETS REST API. Lorem ipsum dolor sit '\n", " 'amet, consectetur adipiscing elit, sed do eiusmod tempor '\n", " 'incididunt ut labore et dolore magna aliqua. Ut enim ad '\n", " 'minim veniam, quis nostrud exercitation ullamco laboris '\n", " 'nisi ut aliquip ex ea commodo consequat. Duis aute irure '\n", " 'dolor in reprehenderit in voluptate velit esse cillum '\n", " 'dolore eu fugiat nulla pariatur. Excepteur sint occaecat '\n", " 'cupidatat non proident, sunt in culpa qui officia '\n", " 'deserunt mollit anim id est laborum.',\n", " 'property': {'accessibility': 'Manned Gate',\n", " 'acres': None,\n", " 'additionalRooms': '5th Bedroom,Breakfast Room,Mud '\n", " 'Room,Office,Storage,Tandem Room',\n", " 'area': 1562,\n", " 'areaSource': 'Landlord/Tenant/Seller',\n", " 'bathrooms': None,\n", " 'bathsFull': 6,\n", " 'bathsHalf': 1,\n", " 'bathsThreeQuarter': None,\n", " 'bedrooms': 4,\n", " 'construction': 'Area,Gas & Electric Dryer Hookup,Individual '\n", " 'Room,Inside,Laundry Chute,Washer Hookup',\n", " 'cooling': None,\n", " 'exteriorFeatures': 'Back Yard Fenced',\n", " 'fireplaces': 3,\n", " 'flooring': None,\n", " 'foundation': 'Slab',\n", " 'garageSpaces': 6.029473061467706,\n", " 'heating': 'Gas Pac,Heat Pump 2nd Lvl,Split System',\n", " 'interiorFeatures': 'High Ceiling',\n", " 'laundryFeatures': 'Gas & Electric Dryer Hookup,Electric Dryer '\n", " 'Hookup,In Garage,See Remarks',\n", " 'lotDescription': 'Fenced Yard',\n", " 'lotSize': '40X118',\n", " 'lotSizeArea': None,\n", " 'lotSizeAreaUnits': None,\n", " 'maintenanceExpense': None,\n", " 'occupantName': None,\n", " 'occupantType': None,\n", " 'ownerName': None,\n", " 'parking': {'description': 'Controlled '\n", " 'Entrance,Driveway,Driveway - '\n", " 'Concrete,Garage,Gated,Workshop',\n", " 'leased': None,\n", " 'spaces': 9},\n", " 'pool': 'Private,In Ground',\n", " 'roof': 'Other',\n", " 'stories': 3,\n", " 'style': 'Mediterranean',\n", " 'subType': 'Condominium',\n", " 'subTypeText': None,\n", " 'subdivision': 'Towne Lake',\n", " 'type': 'RES',\n", " 'view': 'Neighborhood',\n", " 'water': None,\n", " 'yearBuilt': 1956},\n", " 'remarks': 'This property is a trial property to test the SimplyRETS. This '\n", " 'field will include remarks or descriptions from your RETS feed '\n", " 'intended for public view. Lorem ipsum dolor sit amet, '\n", " 'consectetur adipiscing elit, sed do eiusmod tempor incididunt ut '\n", " 'labore et dolore magna aliqua. Ut enim ad minim veniam, quis '\n", " 'nostrud exercitation ullamco laboris nisi ut aliquip ex ea '\n", " 'commodo consequat. Duis aute irure dolor in reprehenderit in '\n", " 'voluptate velit esse cillum dolore eu fugiat nulla pariatur. '\n", " 'Excepteur sint occaecat cupidatat non proident, sunt in culpa '\n", " 'qui officia deserunt mollit anim id est laborum.',\n", " 'sales': {'agent': {'address': None,\n", " 'contact': None,\n", " 'firstName': 'Vanna',\n", " 'id': 'vjuarez',\n", " 'lastName': 'Juarez',\n", " 'modified': None,\n", " 'officeMlsId': 'KWCO834'},\n", " 'closeDate': '2010-05-07T01:37:57.676136Z',\n", " 'closePrice': 24677260,\n", " 'contractDate': None,\n", " 'office': {'brokerid': 'KWCO834',\n", " 'contact': None,\n", " 'name': 'Keller Williams Greater Houston',\n", " 'servingName': 'Keller Williams Greater Houston'}},\n", " 'school': {'district': None,\n", " 'elementarySchool': 'KIRK',\n", " 'highSchool': 'Hargrave',\n", " 'middleSchool': 'SBISD'},\n", " 'showingContactName': None,\n", " 'showingContactPhone': None,\n", " 'showingInstructions': 'The showing instructions for this trial property are '\n", " 'brought to you by the SimplyRETS team. This field '\n", " 'will include any showing remarks for the given '\n", " 'listing in your RETS feed. Enjoy!',\n", " 'specialListingConditions': None,\n", " 'tax': {'id': '123-456-789-1212', 'taxAnnualAmount': 7531, 'taxYear': 1985},\n", " 'terms': 'Owner Will Finance',\n", " 'virtualTourUrl': None},\n", " {'address': {'city': 'Tomball',\n", " 'country': 'United States',\n", " 'crossStreet': 'Valley Blvd/Cavanagh',\n", " 'full': '19078 North EFFIE Mall #2605',\n", " 'postalCode': '77070',\n", " 'state': 'Texas',\n", " 'streetName': 'North EFFIE Mall',\n", " 'streetNumber': 19078,\n", " 'streetNumberText': '19078',\n", " 'unit': '2605'},\n", " 'agent': {'address': None,\n", " 'contact': {'cell': '(642) 180-2421',\n", " 'email': 'agent@example.com',\n", " 'office': '(588) 825-9993'},\n", " 'firstName': 'Amanda',\n", " 'id': 'asantana',\n", " 'lastName': 'Santana',\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'agreement': 'Variable Rate',\n", " 'association': {'amenities': 'Club House,Community Pool,Garden/ Greenbelt/ '\n", " 'Trails,Playground,Recreation Room,Sauna/ Spa/ '\n", " 'Hot Tub',\n", " 'fee': 1000,\n", " 'frequency': None,\n", " 'name': 'SimplyRETS Home Owners Association'},\n", " 'coAgent': {'address': None,\n", " 'contact': {'cell': None,\n", " 'email': 'coagent@example.com',\n", " 'office': '(444) 526-8778'},\n", " 'firstName': None,\n", " 'id': 'HOU32',\n", " 'lastName': None,\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'disclaimer': 'This information is believed to be accurate, but without '\n", " 'warranty.',\n", " 'geo': {'county': 'West',\n", " 'directions': 'From 290 exit Barker Cypress to left on Tuckerton, '\n", " 'right on Danbury Bridge, right on Bending Post, right '\n", " 'on Driftwood Prairie',\n", " 'lat': 29.994548,\n", " 'lng': -95.695139,\n", " 'marketArea': 'Northwest Houston'},\n", " 'internetAddressDisplay': None,\n", " 'internetEntireListingDisplay': None,\n", " 'leaseTerm': None,\n", " 'leaseType': 'FullServ',\n", " 'listDate': '2005-07-21T06:09:58.745467Z',\n", " 'listPrice': 3769504,\n", " 'listingId': '87082351',\n", " 'mls': {'area': 'Northwest Houston',\n", " 'areaMinor': None,\n", " 'daysOnMarket': 238,\n", " 'originalEntryTimestamp': None,\n", " 'originatingSystemName': None,\n", " 'status': 'Pending',\n", " 'statusText': '³ñ\\x87\\x93\\x7f L;'},\n", " 'mlsId': 1005204,\n", " 'modified': '2004-04-26T09:11:57.990976Z',\n", " 'office': {'brokerid': None,\n", " 'contact': {'cell': None,\n", " 'email': 'info-office@example.com',\n", " 'office': '(588) 825-9993'},\n", " 'name': None,\n", " 'servingName': None},\n", " 'originalListPrice': None,\n", " 'ownership': None,\n", " 'photos': ['https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home15.jpg',\n", " 'https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-15.jpg'],\n", " 'privateRemarks': 'This property is a trial property to test the SimplyRETS. '\n", " 'Private agent remarks will be included in this field for '\n", " 'use in the SimplyRETS REST API. Lorem ipsum dolor sit '\n", " 'amet, consectetur adipiscing elit, sed do eiusmod tempor '\n", " 'incididunt ut labore et dolore magna aliqua. Ut enim ad '\n", " 'minim veniam, quis nostrud exercitation ullamco laboris '\n", " 'nisi ut aliquip ex ea commodo consequat. Duis aute irure '\n", " 'dolor in reprehenderit in voluptate velit esse cillum '\n", " 'dolore eu fugiat nulla pariatur. Excepteur sint occaecat '\n", " 'cupidatat non proident, sunt in culpa qui officia '\n", " 'deserunt mollit anim id est laborum.',\n", " 'property': {'accessibility': 'Manned Gate',\n", " 'acres': None,\n", " 'additionalRooms': 'Bonus,Enclosed Porch Heated,Foyer',\n", " 'area': 2991,\n", " 'areaSource': 'Estimated',\n", " 'bathrooms': None,\n", " 'bathsFull': 4,\n", " 'bathsHalf': 6,\n", " 'bathsThreeQuarter': None,\n", " 'bedrooms': 5,\n", " 'construction': 'Gas & Electric Dryer Hookup,In '\n", " 'Closet,Inside,On Upper Level,Washer Hookup',\n", " 'cooling': None,\n", " 'exteriorFeatures': 'Back Yard Fenced',\n", " 'fireplaces': 3,\n", " 'flooring': None,\n", " 'foundation': 'Slab',\n", " 'garageSpaces': 7.946121494589367,\n", " 'heating': 'Electric,Heat Pump,Propane',\n", " 'interiorFeatures': 'Elevator Shaft, Fire/Smoke Alarm, High '\n", " 'Ceiling, Island Kitchen, Prewired for '\n", " 'Alarm System, Wet Bar',\n", " 'laundryFeatures': 'Area,Electric Dryer Hookup,Individual '\n", " 'Room,Washer Hookup',\n", " 'lotDescription': 'Fenced Yard',\n", " 'lotSize': '80X128',\n", " 'lotSizeArea': None,\n", " 'lotSizeAreaUnits': None,\n", " 'maintenanceExpense': None,\n", " 'occupantName': None,\n", " 'occupantType': None,\n", " 'ownerName': None,\n", " 'parking': {'description': '3 Unassigned',\n", " 'leased': None,\n", " 'spaces': 1},\n", " 'pool': 'Association,Private,In Ground',\n", " 'roof': 'Composition',\n", " 'stories': 1,\n", " 'style': 'Ranch, Traditional',\n", " 'subType': None,\n", " 'subTypeText': None,\n", " 'subdivision': 'Hambledon Sec 03 Amd',\n", " 'type': 'CND',\n", " 'view': 'Hills,Neighborhood,Trees/Woods',\n", " 'water': None,\n", " 'yearBuilt': 1961},\n", " 'remarks': 'This property is a trial property to test the SimplyRETS. This '\n", " 'field will include remarks or descriptions from your RETS feed '\n", " 'intended for public view. Lorem ipsum dolor sit amet, '\n", " 'consectetur adipiscing elit, sed do eiusmod tempor incididunt ut '\n", " 'labore et dolore magna aliqua. Ut enim ad minim veniam, quis '\n", " 'nostrud exercitation ullamco laboris nisi ut aliquip ex ea '\n", " 'commodo consequat. Duis aute irure dolor in reprehenderit in '\n", " 'voluptate velit esse cillum dolore eu fugiat nulla pariatur. '\n", " 'Excepteur sint occaecat cupidatat non proident, sunt in culpa '\n", " 'qui officia deserunt mollit anim id est laborum.',\n", " 'sales': {'agent': {'address': None,\n", " 'contact': None,\n", " 'firstName': 'Vanna',\n", " 'id': 'vjuarez',\n", " 'lastName': 'Juarez',\n", " 'modified': None,\n", " 'officeMlsId': 'HPM34'},\n", " 'closeDate': '1998-03-04T07:56:47.747531Z',\n", " 'closePrice': 21056553,\n", " 'contractDate': None,\n", " 'office': {'brokerid': 'HPM34',\n", " 'contact': None,\n", " 'name': 'Houston Properties',\n", " 'servingName': 'Houston Properties'}},\n", " 'school': {'district': None,\n", " 'elementarySchool': 'Northline',\n", " 'highSchool': 'Katy',\n", " 'middleSchool': 'SBISD'},\n", " 'showingContactName': None,\n", " 'showingContactPhone': None,\n", " 'showingInstructions': 'The showing instructions for this trial property are '\n", " 'brought to you by the SimplyRETS team. This field '\n", " 'will include any showing remarks for the given '\n", " 'listing in your RETS feed. Enjoy!',\n", " 'specialListingConditions': None,\n", " 'tax': {'id': '123-456-789-1212', 'taxAnnualAmount': 9743, 'taxYear': 2001},\n", " 'terms': 'Contract',\n", " 'virtualTourUrl': None},\n", " {'address': {'city': 'Houston',\n", " 'country': 'United States',\n", " 'crossStreet': 'willow pass',\n", " 'full': '15804 South FM 3 Boulevard #1795',\n", " 'postalCode': '77429',\n", " 'state': 'Texas',\n", " 'streetName': 'South FM 3 Boulevard',\n", " 'streetNumber': 15804,\n", " 'streetNumberText': '15804',\n", " 'unit': '1795'},\n", " 'agent': {'address': None,\n", " 'contact': {'cell': '(793) 698-7873',\n", " 'email': 'agent@example.com',\n", " 'office': '(907) 939-6758'},\n", " 'firstName': 'Vaughan',\n", " 'id': 'vchen',\n", " 'lastName': 'Chen',\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'agreement': 'Variable Rate',\n", " 'association': {'amenities': 'Club House,Community Pool,Garden/ Greenbelt/ '\n", " 'Trails,Playground,Recreation Room,Sauna/ Spa/ '\n", " 'Hot Tub',\n", " 'fee': 1000,\n", " 'frequency': None,\n", " 'name': 'SimplyRETS Home Owners Association'},\n", " 'coAgent': {'address': None,\n", " 'contact': {'cell': None,\n", " 'email': 'coagent@example.com',\n", " 'office': '(703) 971-6745'},\n", " 'firstName': None,\n", " 'id': 'HPM34',\n", " 'lastName': None,\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'disclaimer': 'This information is believed to be accurate, but without '\n", " 'warranty.',\n", " 'geo': {'county': 'South',\n", " 'directions': 'From 290 exit Barker Cypress to left on Tuckerton, '\n", " 'right on Danbury Bridge, right on Bending Post, right '\n", " 'on Driftwood Prairie',\n", " 'lat': 29.796047,\n", " 'lng': -95.757364,\n", " 'marketArea': 'Cypress North'},\n", " 'internetAddressDisplay': None,\n", " 'internetEntireListingDisplay': None,\n", " 'leaseTerm': None,\n", " 'leaseType': 'Triple Net',\n", " 'listDate': '2010-10-05T11:40:06.461189Z',\n", " 'listPrice': 20220909,\n", " 'listingId': '28045237',\n", " 'mls': {'area': 'Cypress North',\n", " 'areaMinor': None,\n", " 'daysOnMarket': 287,\n", " 'originalEntryTimestamp': None,\n", " 'originatingSystemName': None,\n", " 'status': 'Pending',\n", " 'statusText': 'ÚJíÎ\\x18u'},\n", " 'mlsId': 1005199,\n", " 'modified': '2004-01-17T22:39:40.324754Z',\n", " 'office': {'brokerid': None,\n", " 'contact': {'cell': None,\n", " 'email': 'info-office@example.com',\n", " 'office': '(907) 939-6758'},\n", " 'name': None,\n", " 'servingName': None},\n", " 'originalListPrice': None,\n", " 'ownership': None,\n", " 'photos': ['https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home6.jpg',\n", " 'https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-6.jpg'],\n", " 'privateRemarks': 'This property is a trial property to test the SimplyRETS. '\n", " 'Private agent remarks will be included in this field for '\n", " 'use in the SimplyRETS REST API. Lorem ipsum dolor sit '\n", " 'amet, consectetur adipiscing elit, sed do eiusmod tempor '\n", " 'incididunt ut labore et dolore magna aliqua. Ut enim ad '\n", " 'minim veniam, quis nostrud exercitation ullamco laboris '\n", " 'nisi ut aliquip ex ea commodo consequat. Duis aute irure '\n", " 'dolor in reprehenderit in voluptate velit esse cillum '\n", " 'dolore eu fugiat nulla pariatur. Excepteur sint occaecat '\n", " 'cupidatat non proident, sunt in culpa qui officia '\n", " 'deserunt mollit anim id est laborum.',\n", " 'property': {'accessibility': 'Driveway Gate',\n", " 'acres': None,\n", " 'additionalRooms': 'Dressing Area,Family Room,Formal Entry',\n", " 'area': 5607,\n", " 'areaSource': 'Landlord/Tenant/Seller',\n", " 'bathrooms': None,\n", " 'bathsFull': 1,\n", " 'bathsHalf': 1,\n", " 'bathsThreeQuarter': None,\n", " 'bedrooms': 3,\n", " 'construction': 'Main Floor,Closet',\n", " 'cooling': None,\n", " 'exteriorFeatures': 'Back Yard Fenced',\n", " 'fireplaces': 2,\n", " 'flooring': None,\n", " 'foundation': 'Slab on Builders Pier',\n", " 'garageSpaces': 8.568261585143027,\n", " 'heating': 'Electric,Heat Pump 1st Lvl,Heat Pump 2nd Lvl,Other',\n", " 'interiorFeatures': 'Alarm System - Owned, Fire/Smoke Alarm, '\n", " 'Prewired for Alarm System',\n", " 'laundryFeatures': 'Gas & Electric Dryer Hookup,Gas Dryer '\n", " 'Hookup,Inside,Individual Room',\n", " 'lotDescription': 'Golf Course Lot,Landscaped '\n", " 'Professionally,Pond',\n", " 'lotSize': '40X118',\n", " 'lotSizeArea': None,\n", " 'lotSizeAreaUnits': None,\n", " 'maintenanceExpense': None,\n", " 'occupantName': None,\n", " 'occupantType': None,\n", " 'ownerName': None,\n", " 'parking': {'description': '3 Unassigned',\n", " 'leased': None,\n", " 'spaces': 0},\n", " 'pool': 'Association,Private,In Ground',\n", " 'roof': 'Tile',\n", " 'stories': 3,\n", " 'style': 'Traditional',\n", " 'subType': 'Condominium',\n", " 'subTypeText': None,\n", " 'subdivision': 'Montrose',\n", " 'type': 'RES',\n", " 'view': 'Hills,Neighborhood,Trees/Woods',\n", " 'water': None,\n", " 'yearBuilt': 1951},\n", " 'remarks': 'This property is a trial property to test the SimplyRETS. This '\n", " 'field will include remarks or descriptions from your RETS feed '\n", " 'intended for public view. Lorem ipsum dolor sit amet, '\n", " 'consectetur adipiscing elit, sed do eiusmod tempor incididunt ut '\n", " 'labore et dolore magna aliqua. Ut enim ad minim veniam, quis '\n", " 'nostrud exercitation ullamco laboris nisi ut aliquip ex ea '\n", " 'commodo consequat. Duis aute irure dolor in reprehenderit in '\n", " 'voluptate velit esse cillum dolore eu fugiat nulla pariatur. '\n", " 'Excepteur sint occaecat cupidatat non proident, sunt in culpa '\n", " 'qui officia deserunt mollit anim id est laborum.',\n", " 'sales': {'agent': {'address': None,\n", " 'contact': None,\n", " 'firstName': 'Levi',\n", " 'id': 'lcain',\n", " 'lastName': 'Cain',\n", " 'modified': None,\n", " 'officeMlsId': 'HPM34'},\n", " 'closeDate': '2001-04-30T02:32:50.208969Z',\n", " 'closePrice': 9394322,\n", " 'contractDate': None,\n", " 'office': {'brokerid': 'HPM34',\n", " 'contact': None,\n", " 'name': 'Houston Properties',\n", " 'servingName': 'Houston Properties'}},\n", " 'school': {'district': None,\n", " 'elementarySchool': 'Katy',\n", " 'highSchool': 'CLEAR CREEK',\n", " 'middleSchool': 'FALCON PASS'},\n", " 'showingContactName': None,\n", " 'showingContactPhone': None,\n", " 'showingInstructions': 'The showing instructions for this trial property are '\n", " 'brought to you by the SimplyRETS team. This field '\n", " 'will include any showing remarks for the given '\n", " 'listing in your RETS feed. Enjoy!',\n", " 'specialListingConditions': None,\n", " 'tax': {'id': '873-000-392-4123', 'taxAnnualAmount': 1082, 'taxYear': 2009},\n", " 'terms': 'Exchange,All Cash',\n", " 'virtualTourUrl': None},\n", " {'address': {'city': 'Houston',\n", " 'country': 'United States',\n", " 'crossStreet': 'SAN RAMON VLY B.',\n", " 'full': '52876 North Newark Blvd B Trace #2035',\n", " 'postalCode': '77429',\n", " 'state': 'Texas',\n", " 'streetName': 'North Newark Blvd B Trace',\n", " 'streetNumber': 52876,\n", " 'streetNumberText': '52876',\n", " 'unit': '2035'},\n", " 'agent': {'address': None,\n", " 'contact': {'cell': '(280) 321-9216',\n", " 'email': 'agent@example.com',\n", " 'office': '(440) 409-9450'},\n", " 'firstName': 'Shoshana',\n", " 'id': 'sphelps',\n", " 'lastName': 'Phelps',\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'agreement': 'Exclusive Right to Sell with Reservations',\n", " 'association': {'amenities': 'Club House,Community Pool,Garden/ Greenbelt/ '\n", " 'Trails,Playground,Recreation Room,Sauna/ Spa/ '\n", " 'Hot Tub',\n", " 'fee': 1000,\n", " 'frequency': None,\n", " 'name': 'SimplyRETS Home Owners Association'},\n", " 'coAgent': {'address': None,\n", " 'contact': {'cell': None,\n", " 'email': 'coagent@example.com',\n", " 'office': '(215) 758-9489'},\n", " 'firstName': None,\n", " 'id': 'SR1234',\n", " 'lastName': None,\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'disclaimer': 'This information is believed to be accurate, but without '\n", " 'warranty.',\n", " 'geo': {'county': 'East',\n", " 'directions': 'From 290 exit Barker Cypress to left on Tuckerton, '\n", " 'right on Danbury Bridge, right on Bending Post, right '\n", " 'on Driftwood Prairie',\n", " 'lat': 30.04838,\n", " 'lng': -95.364921,\n", " 'marketArea': '1960/Cypress Creek North'},\n", " 'internetAddressDisplay': None,\n", " 'internetEntireListingDisplay': None,\n", " 'leaseTerm': None,\n", " 'leaseType': 'Other',\n", " 'listDate': '2002-10-13T19:54:38.84256Z',\n", " 'listPrice': 18065342,\n", " 'listingId': '49470837',\n", " 'mls': {'area': '1960/Cypress Creek North',\n", " 'areaMinor': None,\n", " 'daysOnMarket': 904,\n", " 'originalEntryTimestamp': None,\n", " 'originatingSystemName': None,\n", " 'status': 'Active',\n", " 'statusText': '\\x1d¢\\x7f\\x9d°uä\\x1b>[\\x81û\\x9d\\x9bLþ'},\n", " 'mlsId': 1005245,\n", " 'modified': '1999-07-02T16:54:35.502773Z',\n", " 'office': {'brokerid': None,\n", " 'contact': {'cell': None,\n", " 'email': 'info-office@example.com',\n", " 'office': '(440) 409-9450'},\n", " 'name': None,\n", " 'servingName': None},\n", " 'originalListPrice': None,\n", " 'ownership': None,\n", " 'photos': ['https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home7.jpg',\n", " 'https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-7.jpg'],\n", " 'privateRemarks': 'This property is a trial property to test the SimplyRETS. '\n", " 'Private agent remarks will be included in this field for '\n", " 'use in the SimplyRETS REST API. Lorem ipsum dolor sit '\n", " 'amet, consectetur adipiscing elit, sed do eiusmod tempor '\n", " 'incididunt ut labore et dolore magna aliqua. Ut enim ad '\n", " 'minim veniam, quis nostrud exercitation ullamco laboris '\n", " 'nisi ut aliquip ex ea commodo consequat. Duis aute irure '\n", " 'dolor in reprehenderit in voluptate velit esse cillum '\n", " 'dolore eu fugiat nulla pariatur. Excepteur sint occaecat '\n", " 'cupidatat non proident, sunt in culpa qui officia '\n", " 'deserunt mollit anim id est laborum.',\n", " 'property': {'accessibility': 'Automatic Gate',\n", " 'acres': None,\n", " 'additionalRooms': 'Bedroom/Office,Formal '\n", " 'Living,Office/Study,Pantry,Utility,Workshop',\n", " 'area': 3534,\n", " 'areaSource': 'Builder floor plan(s)',\n", " 'bathrooms': None,\n", " 'bathsFull': 6,\n", " 'bathsHalf': 3,\n", " 'bathsThreeQuarter': None,\n", " 'bedrooms': 4,\n", " 'construction': 'Area,Dryer Included,Electric Dryer '\n", " 'Hookup,Individual Room,Inside,Washer Included',\n", " 'cooling': None,\n", " 'exteriorFeatures': 'Back Yard Fenced',\n", " 'fireplaces': 3,\n", " 'flooring': None,\n", " 'foundation': 'Pier & Beam, Slab',\n", " 'garageSpaces': 1.7015912426346613,\n", " 'heating': 'Central,No Heat',\n", " 'interiorFeatures': 'Alarm System - Owned, Breakfast Bar, '\n", " 'Fire/Smoke Alarm, High Ceiling, Island '\n", " 'Kitchen',\n", " 'laundryFeatures': 'Gas & Electric Dryer Hookup,Electric Dryer '\n", " 'Hookup,In Garage,See Remarks',\n", " 'lotDescription': 'Cul-de-sac,Fenced Yard',\n", " 'lotSize': '346X303',\n", " 'lotSizeArea': None,\n", " 'lotSizeAreaUnits': None,\n", " 'maintenanceExpense': None,\n", " 'occupantName': None,\n", " 'occupantType': None,\n", " 'ownerName': None,\n", " 'parking': {'description': 'Controlled '\n", " 'Entrance,Driveway,Driveway - '\n", " 'Concrete,Garage,Gated,Workshop',\n", " 'leased': None,\n", " 'spaces': 9},\n", " 'pool': 'Community',\n", " 'roof': 'Aluminum, Composition',\n", " 'stories': 3,\n", " 'style': 'Ranch, Traditional',\n", " 'subType': 'Townhouse',\n", " 'subTypeText': None,\n", " 'subdivision': 'Kings River Village',\n", " 'type': 'RES',\n", " 'view': 'Golf Course',\n", " 'water': None,\n", " 'yearBuilt': 2012},\n", " 'remarks': 'This property is a trial property to test the SimplyRETS. This '\n", " 'field will include remarks or descriptions from your RETS feed '\n", " 'intended for public view. Lorem ipsum dolor sit amet, '\n", " 'consectetur adipiscing elit, sed do eiusmod tempor incididunt ut '\n", " 'labore et dolore magna aliqua. Ut enim ad minim veniam, quis '\n", " 'nostrud exercitation ullamco laboris nisi ut aliquip ex ea '\n", " 'commodo consequat. Duis aute irure dolor in reprehenderit in '\n", " 'voluptate velit esse cillum dolore eu fugiat nulla pariatur. '\n", " 'Excepteur sint occaecat cupidatat non proident, sunt in culpa '\n", " 'qui officia deserunt mollit anim id est laborum.',\n", " 'sales': {'agent': {'address': None,\n", " 'contact': None,\n", " 'firstName': 'Astra',\n", " 'id': 'aherbert',\n", " 'lastName': 'Hebert',\n", " 'modified': None,\n", " 'officeMlsId': 'TR098'},\n", " 'closeDate': '2000-03-12T18:26:41.171293Z',\n", " 'closePrice': 7025887,\n", " 'contractDate': None,\n", " 'office': {'brokerid': 'TR098',\n", " 'contact': None,\n", " 'name': 'Trial Realty, Inc',\n", " 'servingName': 'Trial Realty, Inc'}},\n", " 'school': {'district': None,\n", " 'elementarySchool': 'SBISD',\n", " 'highSchool': 'Jersey Village',\n", " 'middleSchool': 'Yaeger'},\n", " 'showingContactName': None,\n", " 'showingContactPhone': None,\n", " 'showingInstructions': 'The showing instructions for this trial property are '\n", " 'brought to you by the SimplyRETS team. This field '\n", " 'will include any showing remarks for the given '\n", " 'listing in your RETS feed. Enjoy!',\n", " 'specialListingConditions': None,\n", " 'tax': {'id': '593-723-781-8056', 'taxAnnualAmount': 5576, 'taxYear': 1969},\n", " 'terms': 'FHA-Va Approved,Conventional',\n", " 'virtualTourUrl': None},\n", " {'address': {'city': 'Houston',\n", " 'country': 'United States',\n", " 'crossStreet': 'Dunne Ave',\n", " 'full': '91910 East Somerset N. Knolls #783',\n", " 'postalCode': '77008',\n", " 'state': 'Texas',\n", " 'streetName': 'East Somerset N. Knolls',\n", " 'streetNumber': 91910,\n", " 'streetNumberText': '91910',\n", " 'unit': '783'},\n", " 'agent': {'address': None,\n", " 'contact': {'cell': '(702) 048-8909',\n", " 'email': 'agent@example.com',\n", " 'office': '(656) 202-3005'},\n", " 'firstName': 'Geraldine',\n", " 'id': 'gowen',\n", " 'lastName': 'Owen',\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'agreement': 'Excl. Right to Sell',\n", " 'association': {'amenities': 'Club House,Community Pool,Garden/ Greenbelt/ '\n", " 'Trails,Playground,Recreation Room,Sauna/ Spa/ '\n", " 'Hot Tub',\n", " 'fee': 1000,\n", " 'frequency': None,\n", " 'name': 'SimplyRETS Home Owners Association'},\n", " 'coAgent': {'address': None,\n", " 'contact': {'cell': None,\n", " 'email': 'coagent@example.com',\n", " 'office': '(180) 461-3767'},\n", " 'firstName': None,\n", " 'id': 'HOU32',\n", " 'lastName': None,\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'disclaimer': 'This information is believed to be accurate, but without '\n", " 'warranty.',\n", " 'geo': {'county': 'East',\n", " 'directions': 'From 290 exit Barker Cypress to left on Tuckerton, '\n", " 'right on Danbury Bridge, right on Bending Post, right '\n", " 'on Driftwood Prairie',\n", " 'lat': 29.7648432,\n", " 'lng': -95.4035062,\n", " 'marketArea': 'Oak Forest East Area'},\n", " 'internetAddressDisplay': None,\n", " 'internetEntireListingDisplay': None,\n", " 'leaseTerm': None,\n", " 'leaseType': 'Net,Triple Net',\n", " 'listDate': '2002-02-08T06:45:17.085225Z',\n", " 'listPrice': 13717919,\n", " 'listingId': '24701079',\n", " 'mls': {'area': 'Oak Forest East Area',\n", " 'areaMinor': None,\n", " 'daysOnMarket': 624,\n", " 'originalEntryTimestamp': None,\n", " 'originatingSystemName': None,\n", " 'status': 'Active',\n", " 'statusText': '2õ)\\x8f\\nÝÜ\\x9a»r'},\n", " 'mlsId': 1005219,\n", " 'modified': '1999-04-24T20:36:39.41337Z',\n", " 'office': {'brokerid': None,\n", " 'contact': {'cell': None,\n", " 'email': 'info-office@example.com',\n", " 'office': '(656) 202-3005'},\n", " 'name': None,\n", " 'servingName': None},\n", " 'originalListPrice': None,\n", " 'ownership': None,\n", " 'photos': ['https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home12.jpg',\n", " 'https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-12.jpg'],\n", " 'privateRemarks': 'This property is a trial property to test the SimplyRETS. '\n", " 'Private agent remarks will be included in this field for '\n", " 'use in the SimplyRETS REST API. Lorem ipsum dolor sit '\n", " 'amet, consectetur adipiscing elit, sed do eiusmod tempor '\n", " 'incididunt ut labore et dolore magna aliqua. Ut enim ad '\n", " 'minim veniam, quis nostrud exercitation ullamco laboris '\n", " 'nisi ut aliquip ex ea commodo consequat. Duis aute irure '\n", " 'dolor in reprehenderit in voluptate velit esse cillum '\n", " 'dolore eu fugiat nulla pariatur. Excepteur sint occaecat '\n", " 'cupidatat non proident, sunt in culpa qui officia '\n", " 'deserunt mollit anim id est laborum.',\n", " 'property': {'accessibility': 'Driveway Gate',\n", " 'acres': None,\n", " 'additionalRooms': 'Den,Foyer,Gallery,Library,Sun/Florida Room '\n", " 'Heated',\n", " 'area': 3363,\n", " 'areaSource': 'Floorplans',\n", " 'bathrooms': None,\n", " 'bathsFull': 6,\n", " 'bathsHalf': 4,\n", " 'bathsThreeQuarter': None,\n", " 'bedrooms': 4,\n", " 'construction': 'Area,Gas & Electric Dryer Hookup,Individual '\n", " 'Room,Inside,Laundry Chute,Washer Hookup',\n", " 'cooling': None,\n", " 'exteriorFeatures': 'Back Yard, Back Yard Fenced, Fully Fenced',\n", " 'fireplaces': 0,\n", " 'flooring': None,\n", " 'foundation': 'Pier & Beam, Slab',\n", " 'garageSpaces': 3.0084223956014955,\n", " 'heating': 'Central Furnace,Heat Pump,Propane,Fireplace',\n", " 'interiorFeatures': 'High Ceiling',\n", " 'laundryFeatures': 'Dryer Included,Area,See Remarks,Washer '\n", " 'Included,Individual Room',\n", " 'lotDescription': 'Backs to Trees/Woods,Corner Lot,Level '\n", " 'Lot,Suitable for Horses',\n", " 'lotSize': '100X194',\n", " 'lotSizeArea': None,\n", " 'lotSizeAreaUnits': None,\n", " 'maintenanceExpense': None,\n", " 'occupantName': None,\n", " 'occupantType': None,\n", " 'ownerName': None,\n", " 'parking': {'description': 'Attached,Auto Garage Door,Kitchen '\n", " 'Level,1-2 Step Entry',\n", " 'leased': None,\n", " 'spaces': 6},\n", " 'pool': 'Association',\n", " 'roof': 'Composition',\n", " 'stories': 3,\n", " 'style': 'Traditional',\n", " 'subType': 'SingleFamilyResidence',\n", " 'subTypeText': None,\n", " 'subdivision': 'Briargrove Park Sec 01',\n", " 'type': 'RES',\n", " 'view': 'None',\n", " 'water': None,\n", " 'yearBuilt': 1978},\n", " 'remarks': 'This property is a trial property to test the SimplyRETS. This '\n", " 'field will include remarks or descriptions from your RETS feed '\n", " 'intended for public view. Lorem ipsum dolor sit amet, '\n", " 'consectetur adipiscing elit, sed do eiusmod tempor incididunt ut '\n", " 'labore et dolore magna aliqua. Ut enim ad minim veniam, quis '\n", " 'nostrud exercitation ullamco laboris nisi ut aliquip ex ea '\n", " 'commodo consequat. Duis aute irure dolor in reprehenderit in '\n", " 'voluptate velit esse cillum dolore eu fugiat nulla pariatur. '\n", " 'Excepteur sint occaecat cupidatat non proident, sunt in culpa '\n", " 'qui officia deserunt mollit anim id est laborum.',\n", " 'sales': {'agent': {'address': None,\n", " 'contact': None,\n", " 'firstName': 'Shelley',\n", " 'id': 'sgill',\n", " 'lastName': 'Gill',\n", " 'modified': None,\n", " 'officeMlsId': 'HPM34'},\n", " 'closeDate': '2011-08-03T23:24:06.849818Z',\n", " 'closePrice': 4374248,\n", " 'contractDate': None,\n", " 'office': {'brokerid': 'HPM34',\n", " 'contact': None,\n", " 'name': 'Houston Properties',\n", " 'servingName': 'Houston Properties'}},\n", " 'school': {'district': None,\n", " 'elementarySchool': 'Northline',\n", " 'highSchool': 'Klein Oak',\n", " 'middleSchool': 'SBISD'},\n", " 'showingContactName': None,\n", " 'showingContactPhone': None,\n", " 'showingInstructions': 'The showing instructions for this trial property are '\n", " 'brought to you by the SimplyRETS team. This field '\n", " 'will include any showing remarks for the given '\n", " 'listing in your RETS feed. Enjoy!',\n", " 'specialListingConditions': None,\n", " 'tax': {'id': '873-324-454-4544', 'taxAnnualAmount': 2021, 'taxYear': 1991},\n", " 'terms': 'Conventional,FHA,VA,Lease/Purchase,Rent w/ Option,Cash Only',\n", " 'virtualTourUrl': None},\n", " {'address': {'city': 'Houston',\n", " 'country': 'United States',\n", " 'crossStreet': 'Canyon Hill/ Sage',\n", " 'full': '92270 South 2991 Bryant ST Pl #1573',\n", " 'postalCode': '77043',\n", " 'state': 'Texas',\n", " 'streetName': 'South 2991 Bryant ST Pl',\n", " 'streetNumber': 92270,\n", " 'streetNumberText': '92270',\n", " 'unit': '1573'},\n", " 'agent': {'address': None,\n", " 'contact': {'cell': '(922) 807-4556',\n", " 'email': 'agent@example.com',\n", " 'office': '(623) 889-5482'},\n", " 'firstName': 'Barrett',\n", " 'id': 'bherman',\n", " 'lastName': 'Herman',\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'agreement': 'Exclusive Right to Sell with Reservations',\n", " 'association': {'amenities': 'Club House,Community Pool,Garden/ Greenbelt/ '\n", " 'Trails,Playground,Recreation Room,Sauna/ Spa/ '\n", " 'Hot Tub',\n", " 'fee': 1000,\n", " 'frequency': None,\n", " 'name': 'SimplyRETS Home Owners Association'},\n", " 'coAgent': {'address': None,\n", " 'contact': {'cell': None,\n", " 'email': 'coagent@example.com',\n", " 'office': '(120) 354-5459'},\n", " 'firstName': None,\n", " 'id': 'SR1234',\n", " 'lastName': None,\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'disclaimer': 'This information is believed to be accurate, but without '\n", " 'warranty.',\n", " 'geo': {'county': 'West',\n", " 'directions': 'From 290 exit Barker Cypress to left on Tuckerton, '\n", " 'right on Danbury Bridge, right on Bending Post, right '\n", " 'on Driftwood Prairie',\n", " 'lat': 29.833451,\n", " 'lng': -95.744513,\n", " 'marketArea': 'Summerwood/Lakeshore'},\n", " 'internetAddressDisplay': None,\n", " 'internetEntireListingDisplay': None,\n", " 'leaseTerm': None,\n", " 'leaseType': 'Triple Net',\n", " 'listDate': '2001-03-01T02:42:12.90473Z',\n", " 'listPrice': 80658,\n", " 'listingId': '35903471',\n", " 'mls': {'area': 'Summerwood/Lakeshore',\n", " 'areaMinor': None,\n", " 'daysOnMarket': 821,\n", " 'originalEntryTimestamp': None,\n", " 'originatingSystemName': None,\n", " 'status': 'Pending',\n", " 'statusText': '²\\x0fü\\r¥)2þ¤\\x02K$'},\n", " 'mlsId': 1005229,\n", " 'modified': '1999-03-03T14:04:13.085151Z',\n", " 'office': {'brokerid': None,\n", " 'contact': {'cell': None,\n", " 'email': 'info-office@example.com',\n", " 'office': '(623) 889-5482'},\n", " 'name': None,\n", " 'servingName': None},\n", " 'originalListPrice': None,\n", " 'ownership': None,\n", " 'photos': ['https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home4.jpg',\n", " 'https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-4.jpg'],\n", " 'privateRemarks': 'This property is a trial property to test the SimplyRETS. '\n", " 'Private agent remarks will be included in this field for '\n", " 'use in the SimplyRETS REST API. Lorem ipsum dolor sit '\n", " 'amet, consectetur adipiscing elit, sed do eiusmod tempor '\n", " 'incididunt ut labore et dolore magna aliqua. Ut enim ad '\n", " 'minim veniam, quis nostrud exercitation ullamco laboris '\n", " 'nisi ut aliquip ex ea commodo consequat. Duis aute irure '\n", " 'dolor in reprehenderit in voluptate velit esse cillum '\n", " 'dolore eu fugiat nulla pariatur. Excepteur sint occaecat '\n", " 'cupidatat non proident, sunt in culpa qui officia '\n", " 'deserunt mollit anim id est laborum.',\n", " 'property': {'accessibility': 'Automatic Gate',\n", " 'acres': None,\n", " 'additionalRooms': 'Den,Foyer,Gallery,Library,Sun/Florida Room '\n", " 'Heated',\n", " 'area': 1562,\n", " 'areaSource': 'Estimated',\n", " 'bathrooms': None,\n", " 'bathsFull': 2,\n", " 'bathsHalf': 6,\n", " 'bathsThreeQuarter': None,\n", " 'bedrooms': 1,\n", " 'construction': 'In Closet,Gas Dryer Hookup,Washer '\n", " 'Included,Stackable',\n", " 'cooling': None,\n", " 'exteriorFeatures': 'Back Yard Fenced',\n", " 'fireplaces': 2,\n", " 'flooring': None,\n", " 'foundation': 'Slab on Builders Pier',\n", " 'garageSpaces': 5.024131667392244,\n", " 'heating': 'Wood,Fireplace,See Remarks',\n", " 'interiorFeatures': '2 Staircases, Alarm System - Owned, '\n", " 'Breakfast Bar, Drapes/Curtains/Window '\n", " 'Cover, Fire/Smoke Alarm, High Ceiling, '\n", " 'Island Kitchen, Refrigerator Included',\n", " 'laundryFeatures': 'Gas Dryer Hookup,In Closet,Inside,Stackable',\n", " 'lotDescription': 'Less Than 1/4 Acre Lot',\n", " 'lotSize': '120X195',\n", " 'lotSizeArea': None,\n", " 'lotSizeAreaUnits': None,\n", " 'maintenanceExpense': None,\n", " 'occupantName': None,\n", " 'occupantType': None,\n", " 'ownerName': None,\n", " 'parking': {'description': 'Attached,Auto Garage Door,Kitchen '\n", " 'Level,1-2 Step Entry',\n", " 'leased': None,\n", " 'spaces': 0},\n", " 'pool': 'Association,Community Pool',\n", " 'roof': 'Tile',\n", " 'stories': 3,\n", " 'style': 'Ranch, Traditional',\n", " 'subType': 'Condominium',\n", " 'subTypeText': None,\n", " 'subdivision': 'Cypress Point Sec 01',\n", " 'type': 'RES',\n", " 'view': 'Neighborhood',\n", " 'water': None,\n", " 'yearBuilt': 2008},\n", " 'remarks': 'This property is a trial property to test the SimplyRETS. This '\n", " 'field will include remarks or descriptions from your RETS feed '\n", " 'intended for public view. Lorem ipsum dolor sit amet, '\n", " 'consectetur adipiscing elit, sed do eiusmod tempor incididunt ut '\n", " 'labore et dolore magna aliqua. Ut enim ad minim veniam, quis '\n", " 'nostrud exercitation ullamco laboris nisi ut aliquip ex ea '\n", " 'commodo consequat. Duis aute irure dolor in reprehenderit in '\n", " 'voluptate velit esse cillum dolore eu fugiat nulla pariatur. '\n", " 'Excepteur sint occaecat cupidatat non proident, sunt in culpa '\n", " 'qui officia deserunt mollit anim id est laborum.',\n", " 'sales': {'agent': {'address': None,\n", " 'contact': None,\n", " 'firstName': 'Amanda',\n", " 'id': 'asantana',\n", " 'lastName': 'Santana',\n", " 'modified': None,\n", " 'officeMlsId': 'KWCO834'},\n", " 'closeDate': '1994-05-29T08:37:23.059759Z',\n", " 'closePrice': 8902841,\n", " 'contractDate': None,\n", " 'office': {'brokerid': 'KWCO834',\n", " 'contact': None,\n", " 'name': 'Keller Williams Greater Houston',\n", " 'servingName': 'Keller Williams Greater Houston'}},\n", " 'school': {'district': None,\n", " 'elementarySchool': 'KIRK',\n", " 'highSchool': 'Stratford',\n", " 'middleSchool': 'HAUDE'},\n", " 'showingContactName': None,\n", " 'showingContactPhone': None,\n", " 'showingInstructions': 'The showing instructions for this trial property are '\n", " 'brought to you by the SimplyRETS team. This field '\n", " 'will include any showing remarks for the given '\n", " 'listing in your RETS feed. Enjoy!',\n", " 'specialListingConditions': None,\n", " 'tax': {'id': '593-723-781-8056', 'taxAnnualAmount': 9408, 'taxYear': 1958},\n", " 'terms': 'Owner Will Finance',\n", " 'virtualTourUrl': None},\n", " {'address': {'city': 'Houston',\n", " 'country': 'United States',\n", " 'crossStreet': 'Division st.',\n", " 'full': '86469 West Zenith Cliff #F16',\n", " 'postalCode': '77007',\n", " 'state': 'Texas',\n", " 'streetName': 'West Zenith Cliff',\n", " 'streetNumber': 86469,\n", " 'streetNumberText': '86469',\n", " 'unit': 'F16'},\n", " 'agent': {'address': None,\n", " 'contact': {'cell': '(748) 321-2594',\n", " 'email': 'agent@example.com',\n", " 'office': '(928) 831-4753'},\n", " 'firstName': 'Vielka',\n", " 'id': 'vpeters',\n", " 'lastName': 'Peters',\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'agreement': 'Exclusive Right To Lease(ER)',\n", " 'association': {'amenities': 'Club House,Community Pool,Garden/ Greenbelt/ '\n", " 'Trails,Playground,Recreation Room,Sauna/ Spa/ '\n", " 'Hot Tub',\n", " 'fee': 1000,\n", " 'frequency': None,\n", " 'name': 'SimplyRETS Home Owners Association'},\n", " 'coAgent': {'address': None,\n", " 'contact': {'cell': None,\n", " 'email': 'coagent@example.com',\n", " 'office': '(267) 457-8165'},\n", " 'firstName': None,\n", " 'id': 'HOU32',\n", " 'lastName': None,\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'disclaimer': 'This information is believed to be accurate, but without '\n", " 'warranty.',\n", " 'geo': {'county': 'South',\n", " 'directions': 'From 290 exit Barker Cypress to left on Tuckerton, '\n", " 'right on Danbury Bridge, right on Bending Post, right '\n", " 'on Driftwood Prairie',\n", " 'lat': 29.798888,\n", " 'lng': -95.481017,\n", " 'marketArea': 'Baytown/Harris County'},\n", " 'internetAddressDisplay': None,\n", " 'internetEntireListingDisplay': None,\n", " 'leaseTerm': None,\n", " 'leaseType': 'Full',\n", " 'listDate': '2008-08-13T05:52:41.54062Z',\n", " 'listPrice': 20683471,\n", " 'listingId': '8203817',\n", " 'mls': {'area': 'Baytown/Harris County',\n", " 'areaMinor': None,\n", " 'daysOnMarket': 614,\n", " 'originalEntryTimestamp': None,\n", " 'originatingSystemName': None,\n", " 'status': 'Active',\n", " 'statusText': 'du\\x18JX\\x07'},\n", " 'mlsId': 1005191,\n", " 'modified': '1998-12-28T04:58:27.728678Z',\n", " 'office': {'brokerid': None,\n", " 'contact': {'cell': None,\n", " 'email': 'info-office@example.com',\n", " 'office': '(928) 831-4753'},\n", " 'name': None,\n", " 'servingName': None},\n", " 'originalListPrice': None,\n", " 'ownership': None,\n", " 'photos': ['https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home15.jpg',\n", " 'https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-15.jpg'],\n", " 'privateRemarks': 'This property is a trial property to test the SimplyRETS. '\n", " 'Private agent remarks will be included in this field for '\n", " 'use in the SimplyRETS REST API. Lorem ipsum dolor sit '\n", " 'amet, consectetur adipiscing elit, sed do eiusmod tempor '\n", " 'incididunt ut labore et dolore magna aliqua. Ut enim ad '\n", " 'minim veniam, quis nostrud exercitation ullamco laboris '\n", " 'nisi ut aliquip ex ea commodo consequat. Duis aute irure '\n", " 'dolor in reprehenderit in voluptate velit esse cillum '\n", " 'dolore eu fugiat nulla pariatur. Excepteur sint occaecat '\n", " 'cupidatat non proident, sunt in culpa qui officia '\n", " 'deserunt mollit anim id est laborum.',\n", " 'property': {'accessibility': 'Manned Gate',\n", " 'acres': None,\n", " 'additionalRooms': 'All Bedrooms Down,Attic,Family Room,Formal '\n", " 'Entry,Main Floor Bedroom',\n", " 'area': 5269,\n", " 'areaSource': 'PVA Office',\n", " 'bathrooms': None,\n", " 'bathsFull': 3,\n", " 'bathsHalf': 6,\n", " 'bathsThreeQuarter': None,\n", " 'bedrooms': 4,\n", " 'construction': 'Gas & Electric Dryer Hookup,In '\n", " 'Kitchen,Individual Room',\n", " 'cooling': None,\n", " 'exteriorFeatures': 'Back Green Space, Back Yard Fenced, '\n", " 'Controlled Subdivision Access, Covered '\n", " 'Patio/Deck',\n", " 'fireplaces': 2,\n", " 'flooring': None,\n", " 'foundation': 'Slab',\n", " 'garageSpaces': 3.8510743288131257,\n", " 'heating': 'Electric,Forced Air 1 Zone,Perimeter',\n", " 'interiorFeatures': '2 Staircases, Dry Bar, High Ceiling, '\n", " 'Island Kitchen, Prewired for Alarm System, '\n", " 'Wet Bar',\n", " 'laundryFeatures': 'Stackable,Washer Included,Dryer '\n", " 'Included,Inside',\n", " 'lotDescription': '1 To Less Than 2 Acre Lot',\n", " 'lotSize': '115 X 113',\n", " 'lotSizeArea': None,\n", " 'lotSizeAreaUnits': None,\n", " 'maintenanceExpense': None,\n", " 'occupantName': None,\n", " 'occupantType': None,\n", " 'ownerName': None,\n", " 'parking': {'description': '1 Car Garage,Auto Garage '\n", " 'Door,Detached,Driveway',\n", " 'leased': None,\n", " 'spaces': 0},\n", " 'pool': 'Association',\n", " 'roof': 'Other',\n", " 'stories': 2,\n", " 'style': 'Georgian',\n", " 'subType': None,\n", " 'subTypeText': None,\n", " 'subdivision': 'Stable Gate Sec',\n", " 'type': 'RNT',\n", " 'view': 'Hills,Neighborhood,Trees/Woods',\n", " 'water': None,\n", " 'yearBuilt': 1958},\n", " 'remarks': 'This property is a trial property to test the SimplyRETS. This '\n", " 'field will include remarks or descriptions from your RETS feed '\n", " 'intended for public view. Lorem ipsum dolor sit amet, '\n", " 'consectetur adipiscing elit, sed do eiusmod tempor incididunt ut '\n", " 'labore et dolore magna aliqua. Ut enim ad minim veniam, quis '\n", " 'nostrud exercitation ullamco laboris nisi ut aliquip ex ea '\n", " 'commodo consequat. Duis aute irure dolor in reprehenderit in '\n", " 'voluptate velit esse cillum dolore eu fugiat nulla pariatur. '\n", " 'Excepteur sint occaecat cupidatat non proident, sunt in culpa '\n", " 'qui officia deserunt mollit anim id est laborum.',\n", " 'sales': {'agent': {'address': None,\n", " 'contact': None,\n", " 'firstName': 'Barrett',\n", " 'id': 'bherman',\n", " 'lastName': 'Herman',\n", " 'modified': None,\n", " 'officeMlsId': 'HOU32'},\n", " 'closeDate': '2003-11-15T10:28:29.516455Z',\n", " 'closePrice': 2920070,\n", " 'contractDate': None,\n", " 'office': {'brokerid': 'HOU32',\n", " 'contact': None,\n", " 'name': 'Houston Real Estate',\n", " 'servingName': 'Houston Real Estate'}},\n", " 'school': {'district': None,\n", " 'elementarySchool': 'Benignus',\n", " 'highSchool': 'CY-RIDGE',\n", " 'middleSchool': 'POE'},\n", " 'showingContactName': None,\n", " 'showingContactPhone': None,\n", " 'showingInstructions': 'The showing instructions for this trial property are '\n", " 'brought to you by the SimplyRETS team. This field '\n", " 'will include any showing remarks for the given '\n", " 'listing in your RETS feed. Enjoy!',\n", " 'specialListingConditions': None,\n", " 'tax': {'id': '873-324-454-4544', 'taxAnnualAmount': 5017, 'taxYear': 2003},\n", " 'terms': 'Fha,Va,Conventional',\n", " 'virtualTourUrl': None},\n", " {'address': {'city': 'Houston',\n", " 'country': 'United States',\n", " 'crossStreet': '55TH AVENUE',\n", " 'full': '70490 North FAIRHAVEN PL Creek #13906',\n", " 'postalCode': '77008',\n", " 'state': 'Texas',\n", " 'streetName': 'North FAIRHAVEN PL Creek',\n", " 'streetNumber': 70490,\n", " 'streetNumberText': '70490',\n", " 'unit': '13906'},\n", " 'agent': {'address': None,\n", " 'contact': {'cell': '(717) 412-1336',\n", " 'email': 'agent@example.com',\n", " 'office': '(618) 906-6754'},\n", " 'firstName': 'Bruce',\n", " 'id': 'bboyle',\n", " 'lastName': 'Boyle',\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'agreement': 'Excl. Right to Sell',\n", " 'association': {'amenities': 'Club House,Community Pool,Garden/ Greenbelt/ '\n", " 'Trails,Playground,Recreation Room,Sauna/ Spa/ '\n", " 'Hot Tub',\n", " 'fee': 1000,\n", " 'frequency': None,\n", " 'name': 'SimplyRETS Home Owners Association'},\n", " 'coAgent': {'address': None,\n", " 'contact': {'cell': None,\n", " 'email': 'coagent@example.com',\n", " 'office': '(891) 946-0382'},\n", " 'firstName': None,\n", " 'id': 'TR098',\n", " 'lastName': None,\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'disclaimer': 'This information is believed to be accurate, but without '\n", " 'warranty.',\n", " 'geo': {'county': 'South',\n", " 'directions': 'From 290 exit Barker Cypress to left on Tuckerton, '\n", " 'right on Danbury Bridge, right on Bending Post, right '\n", " 'on Driftwood Prairie',\n", " 'lat': 29.837292,\n", " 'lng': -95.295909,\n", " 'marketArea': 'Cypress North'},\n", " 'internetAddressDisplay': None,\n", " 'internetEntireListingDisplay': None,\n", " 'leaseTerm': None,\n", " 'leaseType': 'Triple Net',\n", " 'listDate': '1994-02-04T07:47:42.315179Z',\n", " 'listPrice': 8958673,\n", " 'listingId': '32878950',\n", " 'mls': {'area': 'Cypress North',\n", " 'areaMinor': None,\n", " 'daysOnMarket': 787,\n", " 'originalEntryTimestamp': None,\n", " 'originatingSystemName': None,\n", " 'status': 'Active',\n", " 'statusText': 'þ*\\x9c\\x8fÑ\\x073ê\\x1cFÇy÷('},\n", " 'mlsId': 1005236,\n", " 'modified': '1997-02-28T12:45:40.003532Z',\n", " 'office': {'brokerid': None,\n", " 'contact': {'cell': None,\n", " 'email': 'info-office@example.com',\n", " 'office': '(618) 906-6754'},\n", " 'name': None,\n", " 'servingName': None},\n", " 'originalListPrice': None,\n", " 'ownership': None,\n", " 'photos': ['https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home10.jpg',\n", " 'https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-10.jpg'],\n", " 'privateRemarks': 'This property is a trial property to test the SimplyRETS. '\n", " 'Private agent remarks will be included in this field for '\n", " 'use in the SimplyRETS REST API. Lorem ipsum dolor sit '\n", " 'amet, consectetur adipiscing elit, sed do eiusmod tempor '\n", " 'incididunt ut labore et dolore magna aliqua. Ut enim ad '\n", " 'minim veniam, quis nostrud exercitation ullamco laboris '\n", " 'nisi ut aliquip ex ea commodo consequat. Duis aute irure '\n", " 'dolor in reprehenderit in voluptate velit esse cillum '\n", " 'dolore eu fugiat nulla pariatur. Excepteur sint occaecat '\n", " 'cupidatat non proident, sunt in culpa qui officia '\n", " 'deserunt mollit anim id est laborum.',\n", " 'property': {'accessibility': 'Manned Gate',\n", " 'acres': None,\n", " 'additionalRooms': 'Bonus Room,Library/Office,Separate Lvng '\n", " 'Rm,Sun Room,Workshop',\n", " 'area': 3498,\n", " 'areaSource': 'PVA Office',\n", " 'bathrooms': None,\n", " 'bathsFull': 3,\n", " 'bathsHalf': 2,\n", " 'bathsThreeQuarter': None,\n", " 'bedrooms': 5,\n", " 'construction': 'Coin Operated,Community Facility,Other',\n", " 'cooling': None,\n", " 'exteriorFeatures': 'Back Yard, Back Yard Fenced, Fully Fenced, '\n", " 'Patio/Deck, Sprinkler System',\n", " 'fireplaces': 3,\n", " 'flooring': None,\n", " 'foundation': 'Block & Beam',\n", " 'garageSpaces': 2.477946596677948,\n", " 'heating': 'Central,Fuel - Gas Natural,Heat Pump',\n", " 'interiorFeatures': 'Alarm System - Owned, Breakfast Bar, '\n", " 'Drapes/Curtains/Window Cover, Dry Bar, '\n", " 'Fire/Smoke Alarm, High Ceiling, '\n", " 'Refrigerator Included',\n", " 'laundryFeatures': 'Area,Inside,Laundry Chute,See '\n", " 'Remarks,Washer Hookup',\n", " 'lotDescription': 'Less Than 1/4 Acre Lot',\n", " 'lotSize': '80X115',\n", " 'lotSizeArea': None,\n", " 'lotSizeAreaUnits': None,\n", " 'maintenanceExpense': None,\n", " 'occupantName': None,\n", " 'occupantType': None,\n", " 'ownerName': None,\n", " 'parking': {'description': 'Parking Lot,2 Assigned,2 '\n", " 'Unassigned,1-2 Step Entry',\n", " 'leased': None,\n", " 'spaces': 8},\n", " 'pool': 'Association',\n", " 'roof': 'Tile',\n", " 'stories': 4,\n", " 'style': 'Contemporary/Modern',\n", " 'subType': None,\n", " 'subTypeText': None,\n", " 'subdivision': 'Collegeview Sec 03',\n", " 'type': 'RNT',\n", " 'view': 'Hills,Neighborhood,Trees/Woods',\n", " 'water': None,\n", " 'yearBuilt': 1980},\n", " 'remarks': 'This property is a trial property to test the SimplyRETS. This '\n", " 'field will include remarks or descriptions from your RETS feed '\n", " 'intended for public view. Lorem ipsum dolor sit amet, '\n", " 'consectetur adipiscing elit, sed do eiusmod tempor incididunt ut '\n", " 'labore et dolore magna aliqua. Ut enim ad minim veniam, quis '\n", " 'nostrud exercitation ullamco laboris nisi ut aliquip ex ea '\n", " 'commodo consequat. Duis aute irure dolor in reprehenderit in '\n", " 'voluptate velit esse cillum dolore eu fugiat nulla pariatur. '\n", " 'Excepteur sint occaecat cupidatat non proident, sunt in culpa '\n", " 'qui officia deserunt mollit anim id est laborum.',\n", " 'sales': {'agent': {'address': None,\n", " 'contact': None,\n", " 'firstName': 'Shoshana',\n", " 'id': 'sphelps',\n", " 'lastName': 'Phelps',\n", " 'modified': None,\n", " 'officeMlsId': 'ACME12'},\n", " 'closeDate': '2010-05-20T15:21:49.097432Z',\n", " 'closePrice': 20050289,\n", " 'contractDate': None,\n", " 'office': {'brokerid': 'ACME12',\n", " 'contact': None,\n", " 'name': 'Acme Brokerage',\n", " 'servingName': 'Acme Brokerage'}},\n", " 'school': {'district': None,\n", " 'elementarySchool': 'Harvey Brown',\n", " 'highSchool': 'Other',\n", " 'middleSchool': 'KIRK'},\n", " 'showingContactName': None,\n", " 'showingContactPhone': None,\n", " 'showingInstructions': 'The showing instructions for this trial property are '\n", " 'brought to you by the SimplyRETS team. This field '\n", " 'will include any showing remarks for the given '\n", " 'listing in your RETS feed. Enjoy!',\n", " 'specialListingConditions': None,\n", " 'tax': {'id': '593-723-781-8056', 'taxAnnualAmount': 2205, 'taxYear': 1962},\n", " 'terms': 'VA Loan,Conventional,Cash,FHA Loan,Cash To New Loan',\n", " 'virtualTourUrl': None},\n", " {'address': {'city': 'Houston',\n", " 'country': 'United States',\n", " 'crossStreet': 'Paraiso Drive',\n", " 'full': '60843 South GAITHER WAY CT #18393',\n", " 'postalCode': '77532',\n", " 'state': 'Texas',\n", " 'streetName': 'South GAITHER WAY CT',\n", " 'streetNumber': 60843,\n", " 'streetNumberText': '60843',\n", " 'unit': '18393'},\n", " 'agent': {'address': None,\n", " 'contact': {'cell': '(792) 906-1453',\n", " 'email': 'agent@example.com',\n", " 'office': '(110) 757-2477'},\n", " 'firstName': 'Vielka',\n", " 'id': 'vpeters',\n", " 'lastName': 'Peters',\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'agreement': 'Trans. Brokerage',\n", " 'association': {'amenities': 'Club House,Community Pool,Garden/ Greenbelt/ '\n", " 'Trails,Playground,Recreation Room,Sauna/ Spa/ '\n", " 'Hot Tub',\n", " 'fee': 1000,\n", " 'frequency': None,\n", " 'name': 'SimplyRETS Home Owners Association'},\n", " 'coAgent': {'address': None,\n", " 'contact': {'cell': None,\n", " 'email': 'coagent@example.com',\n", " 'office': '(674) 360-6410'},\n", " 'firstName': None,\n", " 'id': 'TR098',\n", " 'lastName': None,\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'disclaimer': 'This information is believed to be accurate, but without '\n", " 'warranty.',\n", " 'geo': {'county': 'South',\n", " 'directions': 'From 290 exit Barker Cypress to left on Tuckerton, '\n", " 'right on Danbury Bridge, right on Bending Post, right '\n", " 'on Driftwood Prairie',\n", " 'lat': 30.002778,\n", " 'lng': -95.434443,\n", " 'marketArea': 'Copperfield Area'},\n", " 'internetAddressDisplay': None,\n", " 'internetEntireListingDisplay': None,\n", " 'leaseTerm': None,\n", " 'leaseType': 'Net',\n", " 'listDate': '1994-02-27T01:41:36.072932Z',\n", " 'listPrice': 22790088,\n", " 'listingId': '7109406',\n", " 'mls': {'area': 'Copperfield Area',\n", " 'areaMinor': None,\n", " 'daysOnMarket': 62,\n", " 'originalEntryTimestamp': None,\n", " 'originatingSystemName': None,\n", " 'status': 'Pending',\n", " 'statusText': '£â)\\x82\\x18ú\\x9cÖ\\x83>\\x86,\\x89\\x01CñÁ\\x0b'},\n", " 'mlsId': 1005254,\n", " 'modified': '1994-01-07T19:44:21.404042Z',\n", " 'office': {'brokerid': None,\n", " 'contact': {'cell': None,\n", " 'email': 'info-office@example.com',\n", " 'office': '(110) 757-2477'},\n", " 'name': None,\n", " 'servingName': None},\n", " 'originalListPrice': None,\n", " 'ownership': None,\n", " 'photos': ['https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home4.jpg',\n", " 'https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-4.jpg'],\n", " 'privateRemarks': 'This property is a trial property to test the SimplyRETS. '\n", " 'Private agent remarks will be included in this field for '\n", " 'use in the SimplyRETS REST API. Lorem ipsum dolor sit '\n", " 'amet, consectetur adipiscing elit, sed do eiusmod tempor '\n", " 'incididunt ut labore et dolore magna aliqua. Ut enim ad '\n", " 'minim veniam, quis nostrud exercitation ullamco laboris '\n", " 'nisi ut aliquip ex ea commodo consequat. Duis aute irure '\n", " 'dolor in reprehenderit in voluptate velit esse cillum '\n", " 'dolore eu fugiat nulla pariatur. Excepteur sint occaecat '\n", " 'cupidatat non proident, sunt in culpa qui officia '\n", " 'deserunt mollit anim id est laborum.',\n", " 'property': {'accessibility': 'Driveway Gate',\n", " 'acres': None,\n", " 'additionalRooms': 'Bonus,Great Room,Living Room,Main Floor '\n", " 'Master Bedroom',\n", " 'area': 1623,\n", " 'areaSource': 'Builder floor plan(s)',\n", " 'bathrooms': None,\n", " 'bathsFull': 2,\n", " 'bathsHalf': 5,\n", " 'bathsThreeQuarter': None,\n", " 'bedrooms': 4,\n", " 'construction': 'Propane Dryer Hookup,Area',\n", " 'cooling': None,\n", " 'exteriorFeatures': 'Back Yard, Back Yard Fenced, Fully Fenced, '\n", " 'Patio/Deck, Sprinkler System',\n", " 'fireplaces': 1,\n", " 'flooring': None,\n", " 'foundation': 'Slab',\n", " 'garageSpaces': 3.5868501381467546,\n", " 'heating': 'Forced Air,Furnace,Oil,Pellet',\n", " 'interiorFeatures': 'Breakfast Bar, Fire/Smoke Alarm, High '\n", " 'Ceiling',\n", " 'laundryFeatures': 'Propane Dryer Hookup,Area',\n", " 'lotDescription': 'Less Than 1/4 Acre Lot',\n", " 'lotSize': '106X163X106X158',\n", " 'lotSizeArea': None,\n", " 'lotSizeAreaUnits': None,\n", " 'maintenanceExpense': None,\n", " 'occupantName': None,\n", " 'occupantType': None,\n", " 'ownerName': None,\n", " 'parking': {'description': 'Controlled '\n", " 'Entrance,Driveway,Driveway - '\n", " 'Concrete,Garage,Gated,Workshop',\n", " 'leased': None,\n", " 'spaces': 0},\n", " 'pool': 'Central Electric',\n", " 'roof': 'Aluminum, Composition',\n", " 'stories': 5,\n", " 'style': 'Traditional',\n", " 'subType': 'Condominium',\n", " 'subTypeText': None,\n", " 'subdivision': 'Terranova West Sec 03',\n", " 'type': 'RES',\n", " 'view': 'Hills,Neighborhood,Trees/Woods',\n", " 'water': None,\n", " 'yearBuilt': 1968},\n", " 'remarks': 'This property is a trial property to test the SimplyRETS. This '\n", " 'field will include remarks or descriptions from your RETS feed '\n", " 'intended for public view. Lorem ipsum dolor sit amet, '\n", " 'consectetur adipiscing elit, sed do eiusmod tempor incididunt ut '\n", " 'labore et dolore magna aliqua. Ut enim ad minim veniam, quis '\n", " 'nostrud exercitation ullamco laboris nisi ut aliquip ex ea '\n", " 'commodo consequat. Duis aute irure dolor in reprehenderit in '\n", " 'voluptate velit esse cillum dolore eu fugiat nulla pariatur. '\n", " 'Excepteur sint occaecat cupidatat non proident, sunt in culpa '\n", " 'qui officia deserunt mollit anim id est laborum.',\n", " 'sales': {'agent': {'address': None,\n", " 'contact': None,\n", " 'firstName': 'Idola',\n", " 'id': 'dmccormick',\n", " 'lastName': 'Mccormick',\n", " 'modified': None,\n", " 'officeMlsId': 'TR098'},\n", " 'closeDate': '2002-04-18T06:58:54.885248Z',\n", " 'closePrice': 10331548,\n", " 'contractDate': None,\n", " 'office': {'brokerid': 'TR098',\n", " 'contact': None,\n", " 'name': 'Trial Realty, Inc',\n", " 'servingName': 'Trial Realty, Inc'}},\n", " 'school': {'district': None,\n", " 'elementarySchool': 'VALLEY OAKS',\n", " 'highSchool': 'TAYLOR',\n", " 'middleSchool': 'Anderson'},\n", " 'showingContactName': None,\n", " 'showingContactPhone': None,\n", " 'showingInstructions': 'The showing instructions for this trial property are '\n", " 'brought to you by the SimplyRETS team. This field '\n", " 'will include any showing remarks for the given '\n", " 'listing in your RETS feed. Enjoy!',\n", " 'specialListingConditions': None,\n", " 'tax': {'id': '873-000-392-4123', 'taxAnnualAmount': 6791, 'taxYear': 1959},\n", " 'terms': 'Owner Will Consider Exchange',\n", " 'virtualTourUrl': None},\n", " {'address': {'city': 'Houston',\n", " 'country': 'United States',\n", " 'crossStreet': 'Brunell Dr.',\n", " 'full': '2976 North British Colony Lndg #12306',\n", " 'postalCode': '77377',\n", " 'state': 'Texas',\n", " 'streetName': 'North British Colony Lndg',\n", " 'streetNumber': 2976,\n", " 'streetNumberText': '2976',\n", " 'unit': '12306'},\n", " 'agent': {'address': None,\n", " 'contact': {'cell': '(082) 384-5656',\n", " 'email': 'agent@example.com',\n", " 'office': '(073) 894-0888'},\n", " 'firstName': 'Shoshana',\n", " 'id': 'sphelps',\n", " 'lastName': 'Phelps',\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'agreement': 'Exclusive Right To Sell',\n", " 'association': {'amenities': 'Club House,Community Pool,Garden/ Greenbelt/ '\n", " 'Trails,Playground,Recreation Room,Sauna/ Spa/ '\n", " 'Hot Tub',\n", " 'fee': 1000,\n", " 'frequency': None,\n", " 'name': 'SimplyRETS Home Owners Association'},\n", " 'coAgent': {'address': None,\n", " 'contact': {'cell': None,\n", " 'email': 'coagent@example.com',\n", " 'office': '(309) 821-4364'},\n", " 'firstName': None,\n", " 'id': 'TR098',\n", " 'lastName': None,\n", " 'modified': None,\n", " 'officeMlsId': None},\n", " 'disclaimer': 'This information is believed to be accurate, but without '\n", " 'warranty.',\n", " 'geo': {'county': 'South',\n", " 'directions': 'From 290 exit Barker Cypress to left on Tuckerton, '\n", " 'right on Danbury Bridge, right on Bending Post, right '\n", " 'on Driftwood Prairie',\n", " 'lat': 29.906613,\n", " 'lng': -95.580554,\n", " 'marketArea': 'Tanglewood Area'},\n", " 'internetAddressDisplay': None,\n", " 'internetEntireListingDisplay': None,\n", " 'leaseTerm': None,\n", " 'leaseType': 'Negotiable',\n", " 'listDate': '2006-07-12T17:39:06.99235Z',\n", " 'listPrice': 17236623,\n", " 'listingId': '29818818',\n", " 'mls': {'area': 'Tanglewood Area',\n", " 'areaMinor': None,\n", " 'daysOnMarket': 83,\n", " 'originalEntryTimestamp': None,\n", " 'originatingSystemName': None,\n", " 'status': 'Active',\n", " 'statusText': '%1¦©\\xa0D±Ù{Ú\\\\\\x91Ä\\x98\\x8aó'},\n", " 'mlsId': 1005240,\n", " 'modified': '1991-11-04T01:46:24.801111Z',\n", " 'office': {'brokerid': None,\n", " 'contact': {'cell': None,\n", " 'email': 'info-office@example.com',\n", " 'office': '(073) 894-0888'},\n", " 'name': None,\n", " 'servingName': None},\n", " 'originalListPrice': None,\n", " 'ownership': None,\n", " 'photos': ['https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home7.jpg',\n", " 'https://s3-us-west-2.amazonaws.com/cdn.simplyrets.com/properties/trial/home-inside-7.jpg'],\n", " 'privateRemarks': 'This property is a trial property to test the SimplyRETS. '\n", " 'Private agent remarks will be included in this field for '\n", " 'use in the SimplyRETS REST API. Lorem ipsum dolor sit '\n", " 'amet, consectetur adipiscing elit, sed do eiusmod tempor '\n", " 'incididunt ut labore et dolore magna aliqua. Ut enim ad '\n", " 'minim veniam, quis nostrud exercitation ullamco laboris '\n", " 'nisi ut aliquip ex ea commodo consequat. Duis aute irure '\n", " 'dolor in reprehenderit in voluptate velit esse cillum '\n", " 'dolore eu fugiat nulla pariatur. Excepteur sint occaecat '\n", " 'cupidatat non proident, sunt in culpa qui officia '\n", " 'deserunt mollit anim id est laborum.',\n", " 'property': {'accessibility': 'Driveway Gate',\n", " 'acres': None,\n", " 'additionalRooms': 'Bonus Room,Family Room,Inlaw / Rental '\n", " 'Apartment,Inside Utility',\n", " 'area': 4553,\n", " 'areaSource': 'County PVA',\n", " 'bathrooms': None,\n", " 'bathsFull': 5,\n", " 'bathsHalf': 4,\n", " 'bathsThreeQuarter': None,\n", " 'bedrooms': 3,\n", " 'construction': 'Stackable,Washer Included,Dryer '\n", " 'Included,Inside',\n", " 'cooling': None,\n", " 'exteriorFeatures': 'Back Yard Fenced, Covered Patio/Deck',\n", " 'fireplaces': 3,\n", " 'flooring': None,\n", " 'foundation': 'Slab',\n", " 'garageSpaces': 0.183717483539253,\n", " 'heating': 'Forced Air,Gas,Stove - Wood',\n", " 'interiorFeatures': 'Alarm System - Owned, Fire/Smoke Alarm',\n", " 'laundryFeatures': 'Dryer Included,Area,See Remarks,Washer '\n", " 'Included,Individual Room',\n", " 'lotDescription': 'Fenced Yard',\n", " 'lotSize': \"85' X 228'\",\n", " 'lotSizeArea': None,\n", " 'lotSizeAreaUnits': None,\n", " 'maintenanceExpense': None,\n", " 'occupantName': None,\n", " 'occupantType': None,\n", " 'ownerName': None,\n", " 'parking': {'description': 'Attached Garage,Off-Site '\n", " 'Parking,Room for Oversized Vehicle',\n", " 'leased': None,\n", " 'spaces': 0},\n", " 'pool': 'Association,Private,In Ground',\n", " 'roof': 'Other',\n", " 'stories': 5,\n", " 'style': 'Colonial, Split Level',\n", " 'subType': 'Townhouse',\n", " 'subTypeText': None,\n", " 'subdivision': 'PADDOCK',\n", " 'type': 'RES',\n", " 'view': 'None',\n", " 'water': None,\n", " 'yearBuilt': 1952},\n", " 'remarks': 'This property is a trial property to test the SimplyRETS. This '\n", " 'field will include remarks or descriptions from your RETS feed '\n", " 'intended for public view. Lorem ipsum dolor sit amet, '\n", " 'consectetur adipiscing elit, sed do eiusmod tempor incididunt ut '\n", " 'labore et dolore magna aliqua. Ut enim ad minim veniam, quis '\n", " 'nostrud exercitation ullamco laboris nisi ut aliquip ex ea '\n", " 'commodo consequat. Duis aute irure dolor in reprehenderit in '\n", " 'voluptate velit esse cillum dolore eu fugiat nulla pariatur. '\n", " 'Excepteur sint occaecat cupidatat non proident, sunt in culpa '\n", " 'qui officia deserunt mollit anim id est laborum.',\n", " 'sales': {'agent': {'address': None,\n", " 'contact': None,\n", " 'firstName': 'Ian',\n", " 'id': 'ifletcher',\n", " 'lastName': 'Fletcher',\n", " 'modified': None,\n", " 'officeMlsId': 'ACME12'},\n", " 'closeDate': '2003-03-29T06:32:50.304353Z',\n", " 'closePrice': 21485650,\n", " 'contractDate': None,\n", " 'office': {'brokerid': 'ACME12',\n", " 'contact': None,\n", " 'name': 'Acme Brokerage',\n", " 'servingName': 'Acme Brokerage'}},\n", " 'school': {'district': None,\n", " 'elementarySchool': 'Black',\n", " 'highSchool': 'Cy Creek',\n", " 'middleSchool': 'Anderson'},\n", " 'showingContactName': None,\n", " 'showingContactPhone': None,\n", " 'showingInstructions': 'The showing instructions for this trial property are '\n", " 'brought to you by the SimplyRETS team. This field '\n", " 'will include any showing remarks for the given '\n", " 'listing in your RETS feed. Enjoy!',\n", " 'specialListingConditions': None,\n", " 'tax': {'id': '878-123-843-6924', 'taxAnnualAmount': 9779, 'taxYear': 1994},\n", " 'terms': 'Conventional,Contract (Articles) for Deed,Lease/Purchase,Rent w/ '\n", " 'Option,Rewrite/Blend,Trade/Exchange,Other',\n", " 'virtualTourUrl': None}]\n" ] } ], "source": [ "from pprint import pprint\n", "pprint(all_props)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "import json\n", "json.dump(all_props, open('all_properties.json', 'w'))" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "props_core = [{\"property\": prop[\"property\"], \"address\": prop[\"address\"], \"school\": prop[\"school\"], \"listPrice\": prop[\"listPrice\"]} for prop in all_props]" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[{'property': {'roof': 'Tile',\n", " 'cooling': None,\n", " 'style': 'Traditional',\n", " 'area': 1043,\n", " 'bathsFull': 5,\n", " 'bathsHalf': 6,\n", " 'stories': 3,\n", " 'fireplaces': 1,\n", " 'flooring': None,\n", " 'heating': 'Radiant Heat',\n", " 'bathrooms': None,\n", " 'foundation': 'Slab',\n", " 'laundryFeatures': 'Area,Electric Dryer Hookup,Individual Room,Washer Hookup',\n", " 'occupantName': None,\n", " 'ownerName': None,\n", " 'lotDescription': 'Private Backyard',\n", " 'pool': 'Association,Private,In Ground',\n", " 'subType': None,\n", " 'bedrooms': 2,\n", " 'interiorFeatures': 'Drapes/Curtains/Window Cover, Fire/Smoke Alarm, High Ceiling, Island Kitchen',\n", " 'lotSize': '127X146',\n", " 'areaSource': 'Floorplans',\n", " 'maintenanceExpense': None,\n", " 'additionalRooms': 'Recreation,Master Bedroom,See Remarks',\n", " 'exteriorFeatures': 'Back Yard Fenced, Covered Patio/Deck, Patio/Deck',\n", " 'water': None,\n", " 'view': 'Golf Course',\n", " 'lotSizeArea': None,\n", " 'subdivision': 'Waterstone Springs',\n", " 'construction': 'In Kitchen,Stackable,Washer Included',\n", " 'parking': {'leased': None,\n", " 'spaces': 6,\n", " 'description': 'Garage Door Opener,Public,Garage,Side by Side'},\n", " 'lotSizeAreaUnits': None,\n", " 'type': 'RES',\n", " 'garageSpaces': 8.74556425245327,\n", " 'bathsThreeQuarter': None,\n", " 'accessibility': 'Manned Gate',\n", " 'acres': None,\n", " 'occupantType': None,\n", " 'subTypeText': None,\n", " 'yearBuilt': 1998},\n", " 'address': {'crossStreet': 'Dunne Ave',\n", " 'state': 'Texas',\n", " 'country': 'United States',\n", " 'postalCode': '77096',\n", " 'streetName': 'East Sweet Bottom Br',\n", " 'streetNumberText': '74434',\n", " 'city': 'Houston',\n", " 'streetNumber': 74434,\n", " 'full': '74434 East Sweet Bottom Br #18393',\n", " 'unit': '18393'},\n", " 'school': {'middleSchool': 'FALCON PASS',\n", " 'highSchool': 'Cy Creek',\n", " 'elementarySchool': 'HAYES',\n", " 'district': None},\n", " 'listPrice': 20714261},\n", " {'property': {'roof': 'Composition',\n", " 'cooling': None,\n", " 'style': 'Ranch',\n", " 'area': 2955,\n", " 'bathsFull': 2,\n", " 'bathsHalf': 2,\n", " 'stories': 4,\n", " 'fireplaces': 1,\n", " 'flooring': None,\n", " 'heating': 'Electric,Heat Pump 1st Lvl,Heat Pump 2nd Lvl,Other',\n", " 'bathrooms': None,\n", " 'foundation': 'Slab on Builders Pier',\n", " 'laundryFeatures': 'Propane Dryer Hookup,Area',\n", " 'occupantName': None,\n", " 'ownerName': None,\n", " 'lotDescription': 'Cul-de-sac,Fenced Yard',\n", " 'pool': 'Association,Community Pool',\n", " 'subType': 'Condominium',\n", " 'bedrooms': 6,\n", " 'interiorFeatures': 'Breakfast Bar, High Ceiling',\n", " 'lotSize': '120X140',\n", " 'areaSource': 'County PVA',\n", " 'maintenanceExpense': None,\n", " 'additionalRooms': '2nd Kitchen,Enclosed Porch,Sitting Room',\n", " 'exteriorFeatures': 'Back Green Space, Back Yard Fenced, Covered Patio/Deck',\n", " 'water': None,\n", " 'view': 'Hills,Neighborhood,Trees/Woods',\n", " 'lotSizeArea': None,\n", " 'subdivision': 'Gleannloch Farms',\n", " 'construction': 'Dryer Included,Individual Room,Washer Included,See Remarks',\n", " 'parking': {'leased': None,\n", " 'spaces': 6,\n", " 'description': 'Garage Door Opener,Public,Garage,Side by Side'},\n", " 'lotSizeAreaUnits': None,\n", " 'type': 'RES',\n", " 'garageSpaces': 5.075003918140549,\n", " 'bathsThreeQuarter': None,\n", " 'accessibility': 'Driveway Gate',\n", " 'acres': None,\n", " 'occupantType': None,\n", " 'subTypeText': None,\n", " 'yearBuilt': 1996},\n", " 'address': {'crossStreet': 'Canyon Hill/ Sage',\n", " 'state': 'Texas',\n", " 'country': 'United States',\n", " 'postalCode': '77018',\n", " 'streetName': 'East GRANICUS Mews',\n", " 'streetNumberText': '34149',\n", " 'city': 'Houston',\n", " 'streetNumber': 34149,\n", " 'full': '34149 East GRANICUS Mews #I-7',\n", " 'unit': 'I-7'},\n", " 'school': {'middleSchool': 'Fall Creek',\n", " 'highSchool': 'Klein Oak',\n", " 'elementarySchool': 'FALCON PASS',\n", " 'district': None},\n", " 'listPrice': 7857291},\n", " {'property': {'roof': 'Aluminum, Composition',\n", " 'cooling': None,\n", " 'style': 'Ranch',\n", " 'area': 3477,\n", " 'bathsFull': 4,\n", " 'bathsHalf': 1,\n", " 'stories': 3,\n", " 'fireplaces': 1,\n", " 'flooring': None,\n", " 'heating': 'Central Furnace,Energy Star,High Efficiency,Fireplace,Humidity Control',\n", " 'bathrooms': None,\n", " 'foundation': 'Block & Beam',\n", " 'laundryFeatures': 'Area,Electric Dryer Hookup,Individual Room,Washer Hookup',\n", " 'occupantName': None,\n", " 'ownerName': None,\n", " 'lotDescription': 'Corner',\n", " 'pool': 'Community',\n", " 'subType': 'SingleFamilyResidence',\n", " 'bedrooms': 5,\n", " 'interiorFeatures': 'Drapes/Curtains/Window Cover, Fire/Smoke Alarm, High Ceiling, Prewired for Alarm System',\n", " 'lotSize': '50/143X70/163',\n", " 'areaSource': 'Floorplans',\n", " 'maintenanceExpense': None,\n", " 'additionalRooms': 'Bonus,Den,Living Room,Main Floor Bedroom',\n", " 'exteriorFeatures': 'Back Yard Fenced, Covered Patio/Deck, Patio/Deck, Satellite Dish, Storage Shed, Subdivision Tennis Court',\n", " 'water': None,\n", " 'view': 'Neighborhood',\n", " 'lotSizeArea': None,\n", " 'subdivision': 'Terranova West Sec 03',\n", " 'construction': 'Gas & Electric Dryer Hookup,Gas Dryer Hookup,Inside,Individual Room',\n", " 'parking': {'leased': None,\n", " 'spaces': 3,\n", " 'description': 'Uncovered,Driveway,Driveway - Concrete,See Remarks'},\n", " 'lotSizeAreaUnits': None,\n", " 'type': 'RES',\n", " 'garageSpaces': 3.2648817750966175,\n", " 'bathsThreeQuarter': None,\n", " 'accessibility': 'Automatic Gate',\n", " 'acres': None,\n", " 'occupantType': None,\n", " 'subTypeText': None,\n", " 'yearBuilt': 1978},\n", " 'address': {'crossStreet': 'East Katella & Handy Street',\n", " 'state': 'Texas',\n", " 'country': 'United States',\n", " 'postalCode': '77375',\n", " 'streetName': 'South 99 CT Estates',\n", " 'streetNumberText': '68827',\n", " 'city': 'Houston',\n", " 'streetNumber': 68827,\n", " 'full': '68827 South 99 CT Estates #783',\n", " 'unit': '783'},\n", " 'school': {'middleSchool': 'Pattison',\n", " 'highSchool': 'Klein Oak',\n", " 'elementarySchool': 'Greenwood',\n", " 'district': None},\n", " 'listPrice': 18730333},\n", " {'property': {'roof': 'Other',\n", " 'cooling': None,\n", " 'style': 'Mediterranean',\n", " 'area': 1562,\n", " 'bathsFull': 6,\n", " 'bathsHalf': 1,\n", " 'stories': 3,\n", " 'fireplaces': 3,\n", " 'flooring': None,\n", " 'heating': 'Gas Pac,Heat Pump 2nd Lvl,Split System',\n", " 'bathrooms': None,\n", " 'foundation': 'Slab',\n", " 'laundryFeatures': 'Gas & Electric Dryer Hookup,Electric Dryer Hookup,In Garage,See Remarks',\n", " 'occupantName': None,\n", " 'ownerName': None,\n", " 'lotDescription': 'Fenced Yard',\n", " 'pool': 'Private,In Ground',\n", " 'subType': 'Condominium',\n", " 'bedrooms': 4,\n", " 'interiorFeatures': 'High Ceiling',\n", " 'lotSize': '40X118',\n", " 'areaSource': 'Landlord/Tenant/Seller',\n", " 'maintenanceExpense': None,\n", " 'additionalRooms': '5th Bedroom,Breakfast Room,Mud Room,Office,Storage,Tandem Room',\n", " 'exteriorFeatures': 'Back Yard Fenced',\n", " 'water': None,\n", " 'view': 'Neighborhood',\n", " 'lotSizeArea': None,\n", " 'subdivision': 'Towne Lake',\n", " 'construction': 'Area,Gas & Electric Dryer Hookup,Individual Room,Inside,Laundry Chute,Washer Hookup',\n", " 'parking': {'leased': None,\n", " 'spaces': 9,\n", " 'description': 'Controlled Entrance,Driveway,Driveway - Concrete,Garage,Gated,Workshop'},\n", " 'lotSizeAreaUnits': None,\n", " 'type': 'RES',\n", " 'garageSpaces': 6.029473061467706,\n", " 'bathsThreeQuarter': None,\n", " 'accessibility': 'Manned Gate',\n", " 'acres': None,\n", " 'occupantType': None,\n", " 'subTypeText': None,\n", " 'yearBuilt': 1956},\n", " 'address': {'crossStreet': 'N. of 195th St & W. of Norwalk',\n", " 'state': 'Texas',\n", " 'country': 'United States',\n", " 'postalCode': '77429',\n", " 'streetName': 'West Georgetown(lot 18) Boulevard',\n", " 'streetNumberText': '36992',\n", " 'city': 'Houston',\n", " 'streetNumber': 36992,\n", " 'full': '36992 West Georgetown(lot 18) Boulevard #C 104',\n", " 'unit': 'C 104'},\n", " 'school': {'middleSchool': 'SBISD',\n", " 'highSchool': 'Hargrave',\n", " 'elementarySchool': 'KIRK',\n", " 'district': None},\n", " 'listPrice': 6070556},\n", " {'property': {'roof': 'Composition',\n", " 'cooling': None,\n", " 'style': 'Ranch, Traditional',\n", " 'area': 2991,\n", " 'bathsFull': 4,\n", " 'bathsHalf': 6,\n", " 'stories': 1,\n", " 'fireplaces': 3,\n", " 'flooring': None,\n", " 'heating': 'Electric,Heat Pump,Propane',\n", " 'bathrooms': None,\n", " 'foundation': 'Slab',\n", " 'laundryFeatures': 'Area,Electric Dryer Hookup,Individual Room,Washer Hookup',\n", " 'occupantName': None,\n", " 'ownerName': None,\n", " 'lotDescription': 'Fenced Yard',\n", " 'pool': 'Association,Private,In Ground',\n", " 'subType': None,\n", " 'bedrooms': 5,\n", " 'interiorFeatures': 'Elevator Shaft, Fire/Smoke Alarm, High Ceiling, Island Kitchen, Prewired for Alarm System, Wet Bar',\n", " 'lotSize': '80X128',\n", " 'areaSource': 'Estimated',\n", " 'maintenanceExpense': None,\n", " 'additionalRooms': 'Bonus,Enclosed Porch Heated,Foyer',\n", " 'exteriorFeatures': 'Back Yard Fenced',\n", " 'water': None,\n", " 'view': 'Hills,Neighborhood,Trees/Woods',\n", " 'lotSizeArea': None,\n", " 'subdivision': 'Hambledon Sec 03 Amd',\n", " 'construction': 'Gas & Electric Dryer Hookup,In Closet,Inside,On Upper Level,Washer Hookup',\n", " 'parking': {'leased': None, 'spaces': 1, 'description': '3 Unassigned'},\n", " 'lotSizeAreaUnits': None,\n", " 'type': 'CND',\n", " 'garageSpaces': 7.946121494589367,\n", " 'bathsThreeQuarter': None,\n", " 'accessibility': 'Manned Gate',\n", " 'acres': None,\n", " 'occupantType': None,\n", " 'subTypeText': None,\n", " 'yearBuilt': 1961},\n", " 'address': {'crossStreet': 'Valley Blvd/Cavanagh',\n", " 'state': 'Texas',\n", " 'country': 'United States',\n", " 'postalCode': '77070',\n", " 'streetName': 'North EFFIE Mall',\n", " 'streetNumberText': '19078',\n", " 'city': 'Tomball',\n", " 'streetNumber': 19078,\n", " 'full': '19078 North EFFIE Mall #2605',\n", " 'unit': '2605'},\n", " 'school': {'middleSchool': 'SBISD',\n", " 'highSchool': 'Katy',\n", " 'elementarySchool': 'Northline',\n", " 'district': None},\n", " 'listPrice': 3769504},\n", " {'property': {'roof': 'Tile',\n", " 'cooling': None,\n", " 'style': 'Traditional',\n", " 'area': 5607,\n", " 'bathsFull': 1,\n", " 'bathsHalf': 1,\n", " 'stories': 3,\n", " 'fireplaces': 2,\n", " 'flooring': None,\n", " 'heating': 'Electric,Heat Pump 1st Lvl,Heat Pump 2nd Lvl,Other',\n", " 'bathrooms': None,\n", " 'foundation': 'Slab on Builders Pier',\n", " 'laundryFeatures': 'Gas & Electric Dryer Hookup,Gas Dryer Hookup,Inside,Individual Room',\n", " 'occupantName': None,\n", " 'ownerName': None,\n", " 'lotDescription': 'Golf Course Lot,Landscaped Professionally,Pond',\n", " 'pool': 'Association,Private,In Ground',\n", " 'subType': 'Condominium',\n", " 'bedrooms': 3,\n", " 'interiorFeatures': 'Alarm System - Owned, Fire/Smoke Alarm, Prewired for Alarm System',\n", " 'lotSize': '40X118',\n", " 'areaSource': 'Landlord/Tenant/Seller',\n", " 'maintenanceExpense': None,\n", " 'additionalRooms': 'Dressing Area,Family Room,Formal Entry',\n", " 'exteriorFeatures': 'Back Yard Fenced',\n", " 'water': None,\n", " 'view': 'Hills,Neighborhood,Trees/Woods',\n", " 'lotSizeArea': None,\n", " 'subdivision': 'Montrose',\n", " 'construction': 'Main Floor,Closet',\n", " 'parking': {'leased': None, 'spaces': 0, 'description': '3 Unassigned'},\n", " 'lotSizeAreaUnits': None,\n", " 'type': 'RES',\n", " 'garageSpaces': 8.568261585143027,\n", " 'bathsThreeQuarter': None,\n", " 'accessibility': 'Driveway Gate',\n", " 'acres': None,\n", " 'occupantType': None,\n", " 'subTypeText': None,\n", " 'yearBuilt': 1951},\n", " 'address': {'crossStreet': 'willow pass',\n", " 'state': 'Texas',\n", " 'country': 'United States',\n", " 'postalCode': '77429',\n", " 'streetName': 'South FM 3 Boulevard',\n", " 'streetNumberText': '15804',\n", " 'city': 'Houston',\n", " 'streetNumber': 15804,\n", " 'full': '15804 South FM 3 Boulevard #1795',\n", " 'unit': '1795'},\n", " 'school': {'middleSchool': 'FALCON PASS',\n", " 'highSchool': 'CLEAR CREEK',\n", " 'elementarySchool': 'Katy',\n", " 'district': None},\n", " 'listPrice': 20220909},\n", " {'property': {'roof': 'Aluminum, Composition',\n", " 'cooling': None,\n", " 'style': 'Ranch, Traditional',\n", " 'area': 3534,\n", " 'bathsFull': 6,\n", " 'bathsHalf': 3,\n", " 'stories': 3,\n", " 'fireplaces': 3,\n", " 'flooring': None,\n", " 'heating': 'Central,No Heat',\n", " 'bathrooms': None,\n", " 'foundation': 'Pier & Beam, Slab',\n", " 'laundryFeatures': 'Gas & Electric Dryer Hookup,Electric Dryer Hookup,In Garage,See Remarks',\n", " 'occupantName': None,\n", " 'ownerName': None,\n", " 'lotDescription': 'Cul-de-sac,Fenced Yard',\n", " 'pool': 'Community',\n", " 'subType': 'Townhouse',\n", " 'bedrooms': 4,\n", " 'interiorFeatures': 'Alarm System - Owned, Breakfast Bar, Fire/Smoke Alarm, High Ceiling, Island Kitchen',\n", " 'lotSize': '346X303',\n", " 'areaSource': 'Builder floor plan(s)',\n", " 'maintenanceExpense': None,\n", " 'additionalRooms': 'Bedroom/Office,Formal Living,Office/Study,Pantry,Utility,Workshop',\n", " 'exteriorFeatures': 'Back Yard Fenced',\n", " 'water': None,\n", " 'view': 'Golf Course',\n", " 'lotSizeArea': None,\n", " 'subdivision': 'Kings River Village',\n", " 'construction': 'Area,Dryer Included,Electric Dryer Hookup,Individual Room,Inside,Washer Included',\n", " 'parking': {'leased': None,\n", " 'spaces': 9,\n", " 'description': 'Controlled Entrance,Driveway,Driveway - Concrete,Garage,Gated,Workshop'},\n", " 'lotSizeAreaUnits': None,\n", " 'type': 'RES',\n", " 'garageSpaces': 1.7015912426346613,\n", " 'bathsThreeQuarter': None,\n", " 'accessibility': 'Automatic Gate',\n", " 'acres': None,\n", " 'occupantType': None,\n", " 'subTypeText': None,\n", " 'yearBuilt': 2012},\n", " 'address': {'crossStreet': 'SAN RAMON VLY B.',\n", " 'state': 'Texas',\n", " 'country': 'United States',\n", " 'postalCode': '77429',\n", " 'streetName': 'North Newark Blvd B Trace',\n", " 'streetNumberText': '52876',\n", " 'city': 'Houston',\n", " 'streetNumber': 52876,\n", " 'full': '52876 North Newark Blvd B Trace #2035',\n", " 'unit': '2035'},\n", " 'school': {'middleSchool': 'Yaeger',\n", " 'highSchool': 'Jersey Village',\n", " 'elementarySchool': 'SBISD',\n", " 'district': None},\n", " 'listPrice': 18065342},\n", " {'property': {'roof': 'Composition',\n", " 'cooling': None,\n", " 'style': 'Traditional',\n", " 'area': 3363,\n", " 'bathsFull': 6,\n", " 'bathsHalf': 4,\n", " 'stories': 3,\n", " 'fireplaces': 0,\n", " 'flooring': None,\n", " 'heating': 'Central Furnace,Heat Pump,Propane,Fireplace',\n", " 'bathrooms': None,\n", " 'foundation': 'Pier & Beam, Slab',\n", " 'laundryFeatures': 'Dryer Included,Area,See Remarks,Washer Included,Individual Room',\n", " 'occupantName': None,\n", " 'ownerName': None,\n", " 'lotDescription': 'Backs to Trees/Woods,Corner Lot,Level Lot,Suitable for Horses',\n", " 'pool': 'Association',\n", " 'subType': 'SingleFamilyResidence',\n", " 'bedrooms': 4,\n", " 'interiorFeatures': 'High Ceiling',\n", " 'lotSize': '100X194',\n", " 'areaSource': 'Floorplans',\n", " 'maintenanceExpense': None,\n", " 'additionalRooms': 'Den,Foyer,Gallery,Library,Sun/Florida Room Heated',\n", " 'exteriorFeatures': 'Back Yard, Back Yard Fenced, Fully Fenced',\n", " 'water': None,\n", " 'view': 'None',\n", " 'lotSizeArea': None,\n", " 'subdivision': 'Briargrove Park Sec 01',\n", " 'construction': 'Area,Gas & Electric Dryer Hookup,Individual Room,Inside,Laundry Chute,Washer Hookup',\n", " 'parking': {'leased': None,\n", " 'spaces': 6,\n", " 'description': 'Attached,Auto Garage Door,Kitchen Level,1-2 Step Entry'},\n", " 'lotSizeAreaUnits': None,\n", " 'type': 'RES',\n", " 'garageSpaces': 3.0084223956014955,\n", " 'bathsThreeQuarter': None,\n", " 'accessibility': 'Driveway Gate',\n", " 'acres': None,\n", " 'occupantType': None,\n", " 'subTypeText': None,\n", " 'yearBuilt': 1978},\n", " 'address': {'crossStreet': 'Dunne Ave',\n", " 'state': 'Texas',\n", " 'country': 'United States',\n", " 'postalCode': '77008',\n", " 'streetName': 'East Somerset N. Knolls',\n", " 'streetNumberText': '91910',\n", " 'city': 'Houston',\n", " 'streetNumber': 91910,\n", " 'full': '91910 East Somerset N. Knolls #783',\n", " 'unit': '783'},\n", " 'school': {'middleSchool': 'SBISD',\n", " 'highSchool': 'Klein Oak',\n", " 'elementarySchool': 'Northline',\n", " 'district': None},\n", " 'listPrice': 13717919},\n", " {'property': {'roof': 'Tile',\n", " 'cooling': None,\n", " 'style': 'Ranch, Traditional',\n", " 'area': 1562,\n", " 'bathsFull': 2,\n", " 'bathsHalf': 6,\n", " 'stories': 3,\n", " 'fireplaces': 2,\n", " 'flooring': None,\n", " 'heating': 'Wood,Fireplace,See Remarks',\n", " 'bathrooms': None,\n", " 'foundation': 'Slab on Builders Pier',\n", " 'laundryFeatures': 'Gas Dryer Hookup,In Closet,Inside,Stackable',\n", " 'occupantName': None,\n", " 'ownerName': None,\n", " 'lotDescription': 'Less Than 1/4 Acre Lot',\n", " 'pool': 'Association,Community Pool',\n", " 'subType': 'Condominium',\n", " 'bedrooms': 1,\n", " 'interiorFeatures': '2 Staircases, Alarm System - Owned, Breakfast Bar, Drapes/Curtains/Window Cover, Fire/Smoke Alarm, High Ceiling, Island Kitchen, Refrigerator Included',\n", " 'lotSize': '120X195',\n", " 'areaSource': 'Estimated',\n", " 'maintenanceExpense': None,\n", " 'additionalRooms': 'Den,Foyer,Gallery,Library,Sun/Florida Room Heated',\n", " 'exteriorFeatures': 'Back Yard Fenced',\n", " 'water': None,\n", " 'view': 'Neighborhood',\n", " 'lotSizeArea': None,\n", " 'subdivision': 'Cypress Point Sec 01',\n", " 'construction': 'In Closet,Gas Dryer Hookup,Washer Included,Stackable',\n", " 'parking': {'leased': None,\n", " 'spaces': 0,\n", " 'description': 'Attached,Auto Garage Door,Kitchen Level,1-2 Step Entry'},\n", " 'lotSizeAreaUnits': None,\n", " 'type': 'RES',\n", " 'garageSpaces': 5.024131667392244,\n", " 'bathsThreeQuarter': None,\n", " 'accessibility': 'Automatic Gate',\n", " 'acres': None,\n", " 'occupantType': None,\n", " 'subTypeText': None,\n", " 'yearBuilt': 2008},\n", " 'address': {'crossStreet': 'Canyon Hill/ Sage',\n", " 'state': 'Texas',\n", " 'country': 'United States',\n", " 'postalCode': '77043',\n", " 'streetName': 'South 2991 Bryant ST Pl',\n", " 'streetNumberText': '92270',\n", " 'city': 'Houston',\n", " 'streetNumber': 92270,\n", " 'full': '92270 South 2991 Bryant ST Pl #1573',\n", " 'unit': '1573'},\n", " 'school': {'middleSchool': 'HAUDE',\n", " 'highSchool': 'Stratford',\n", " 'elementarySchool': 'KIRK',\n", " 'district': None},\n", " 'listPrice': 80658},\n", " {'property': {'roof': 'Other',\n", " 'cooling': None,\n", " 'style': 'Georgian',\n", " 'area': 5269,\n", " 'bathsFull': 3,\n", " 'bathsHalf': 6,\n", " 'stories': 2,\n", " 'fireplaces': 2,\n", " 'flooring': None,\n", " 'heating': 'Electric,Forced Air 1 Zone,Perimeter',\n", " 'bathrooms': None,\n", " 'foundation': 'Slab',\n", " 'laundryFeatures': 'Stackable,Washer Included,Dryer Included,Inside',\n", " 'occupantName': None,\n", " 'ownerName': None,\n", " 'lotDescription': '1 To Less Than 2 Acre Lot',\n", " 'pool': 'Association',\n", " 'subType': None,\n", " 'bedrooms': 4,\n", " 'interiorFeatures': '2 Staircases, Dry Bar, High Ceiling, Island Kitchen, Prewired for Alarm System, Wet Bar',\n", " 'lotSize': '115 X 113',\n", " 'areaSource': 'PVA Office',\n", " 'maintenanceExpense': None,\n", " 'additionalRooms': 'All Bedrooms Down,Attic,Family Room,Formal Entry,Main Floor Bedroom',\n", " 'exteriorFeatures': 'Back Green Space, Back Yard Fenced, Controlled Subdivision Access, Covered Patio/Deck',\n", " 'water': None,\n", " 'view': 'Hills,Neighborhood,Trees/Woods',\n", " 'lotSizeArea': None,\n", " 'subdivision': 'Stable Gate Sec',\n", " 'construction': 'Gas & Electric Dryer Hookup,In Kitchen,Individual Room',\n", " 'parking': {'leased': None,\n", " 'spaces': 0,\n", " 'description': '1 Car Garage,Auto Garage Door,Detached,Driveway'},\n", " 'lotSizeAreaUnits': None,\n", " 'type': 'RNT',\n", " 'garageSpaces': 3.8510743288131257,\n", " 'bathsThreeQuarter': None,\n", " 'accessibility': 'Manned Gate',\n", " 'acres': None,\n", " 'occupantType': None,\n", " 'subTypeText': None,\n", " 'yearBuilt': 1958},\n", " 'address': {'crossStreet': 'Division st.',\n", " 'state': 'Texas',\n", " 'country': 'United States',\n", " 'postalCode': '77007',\n", " 'streetName': 'West Zenith Cliff',\n", " 'streetNumberText': '86469',\n", " 'city': 'Houston',\n", " 'streetNumber': 86469,\n", " 'full': '86469 West Zenith Cliff #F16',\n", " 'unit': 'F16'},\n", " 'school': {'middleSchool': 'POE',\n", " 'highSchool': 'CY-RIDGE',\n", " 'elementarySchool': 'Benignus',\n", " 'district': None},\n", " 'listPrice': 20683471},\n", " {'property': {'roof': 'Tile',\n", " 'cooling': None,\n", " 'style': 'Contemporary/Modern',\n", " 'area': 3498,\n", " 'bathsFull': 3,\n", " 'bathsHalf': 2,\n", " 'stories': 4,\n", " 'fireplaces': 3,\n", " 'flooring': None,\n", " 'heating': 'Central,Fuel - Gas Natural,Heat Pump',\n", " 'bathrooms': None,\n", " 'foundation': 'Block & Beam',\n", " 'laundryFeatures': 'Area,Inside,Laundry Chute,See Remarks,Washer Hookup',\n", " 'occupantName': None,\n", " 'ownerName': None,\n", " 'lotDescription': 'Less Than 1/4 Acre Lot',\n", " 'pool': 'Association',\n", " 'subType': None,\n", " 'bedrooms': 5,\n", " 'interiorFeatures': 'Alarm System - Owned, Breakfast Bar, Drapes/Curtains/Window Cover, Dry Bar, Fire/Smoke Alarm, High Ceiling, Refrigerator Included',\n", " 'lotSize': '80X115',\n", " 'areaSource': 'PVA Office',\n", " 'maintenanceExpense': None,\n", " 'additionalRooms': 'Bonus Room,Library/Office,Separate Lvng Rm,Sun Room,Workshop',\n", " 'exteriorFeatures': 'Back Yard, Back Yard Fenced, Fully Fenced, Patio/Deck, Sprinkler System',\n", " 'water': None,\n", " 'view': 'Hills,Neighborhood,Trees/Woods',\n", " 'lotSizeArea': None,\n", " 'subdivision': 'Collegeview Sec 03',\n", " 'construction': 'Coin Operated,Community Facility,Other',\n", " 'parking': {'leased': None,\n", " 'spaces': 8,\n", " 'description': 'Parking Lot,2 Assigned,2 Unassigned,1-2 Step Entry'},\n", " 'lotSizeAreaUnits': None,\n", " 'type': 'RNT',\n", " 'garageSpaces': 2.477946596677948,\n", " 'bathsThreeQuarter': None,\n", " 'accessibility': 'Manned Gate',\n", " 'acres': None,\n", " 'occupantType': None,\n", " 'subTypeText': None,\n", " 'yearBuilt': 1980},\n", " 'address': {'crossStreet': '55TH AVENUE',\n", " 'state': 'Texas',\n", " 'country': 'United States',\n", " 'postalCode': '77008',\n", " 'streetName': 'North FAIRHAVEN PL Creek',\n", " 'streetNumberText': '70490',\n", " 'city': 'Houston',\n", " 'streetNumber': 70490,\n", " 'full': '70490 North FAIRHAVEN PL Creek #13906',\n", " 'unit': '13906'},\n", " 'school': {'middleSchool': 'KIRK',\n", " 'highSchool': 'Other',\n", " 'elementarySchool': 'Harvey Brown',\n", " 'district': None},\n", " 'listPrice': 8958673},\n", " {'property': {'roof': 'Aluminum, Composition',\n", " 'cooling': None,\n", " 'style': 'Traditional',\n", " 'area': 1623,\n", " 'bathsFull': 2,\n", " 'bathsHalf': 5,\n", " 'stories': 5,\n", " 'fireplaces': 1,\n", " 'flooring': None,\n", " 'heating': 'Forced Air,Furnace,Oil,Pellet',\n", " 'bathrooms': None,\n", " 'foundation': 'Slab',\n", " 'laundryFeatures': 'Propane Dryer Hookup,Area',\n", " 'occupantName': None,\n", " 'ownerName': None,\n", " 'lotDescription': 'Less Than 1/4 Acre Lot',\n", " 'pool': 'Central Electric',\n", " 'subType': 'Condominium',\n", " 'bedrooms': 4,\n", " 'interiorFeatures': 'Breakfast Bar, Fire/Smoke Alarm, High Ceiling',\n", " 'lotSize': '106X163X106X158',\n", " 'areaSource': 'Builder floor plan(s)',\n", " 'maintenanceExpense': None,\n", " 'additionalRooms': 'Bonus,Great Room,Living Room,Main Floor Master Bedroom',\n", " 'exteriorFeatures': 'Back Yard, Back Yard Fenced, Fully Fenced, Patio/Deck, Sprinkler System',\n", " 'water': None,\n", " 'view': 'Hills,Neighborhood,Trees/Woods',\n", " 'lotSizeArea': None,\n", " 'subdivision': 'Terranova West Sec 03',\n", " 'construction': 'Propane Dryer Hookup,Area',\n", " 'parking': {'leased': None,\n", " 'spaces': 0,\n", " 'description': 'Controlled Entrance,Driveway,Driveway - Concrete,Garage,Gated,Workshop'},\n", " 'lotSizeAreaUnits': None,\n", " 'type': 'RES',\n", " 'garageSpaces': 3.5868501381467546,\n", " 'bathsThreeQuarter': None,\n", " 'accessibility': 'Driveway Gate',\n", " 'acres': None,\n", " 'occupantType': None,\n", " 'subTypeText': None,\n", " 'yearBuilt': 1968},\n", " 'address': {'crossStreet': 'Paraiso Drive',\n", " 'state': 'Texas',\n", " 'country': 'United States',\n", " 'postalCode': '77532',\n", " 'streetName': 'South GAITHER WAY CT',\n", " 'streetNumberText': '60843',\n", " 'city': 'Houston',\n", " 'streetNumber': 60843,\n", " 'full': '60843 South GAITHER WAY CT #18393',\n", " 'unit': '18393'},\n", " 'school': {'middleSchool': 'Anderson',\n", " 'highSchool': 'TAYLOR',\n", " 'elementarySchool': 'VALLEY OAKS',\n", " 'district': None},\n", " 'listPrice': 22790088},\n", " {'property': {'roof': 'Other',\n", " 'cooling': None,\n", " 'style': 'Colonial, Split Level',\n", " 'area': 4553,\n", " 'bathsFull': 5,\n", " 'bathsHalf': 4,\n", " 'stories': 5,\n", " 'fireplaces': 3,\n", " 'flooring': None,\n", " 'heating': 'Forced Air,Gas,Stove - Wood',\n", " 'bathrooms': None,\n", " 'foundation': 'Slab',\n", " 'laundryFeatures': 'Dryer Included,Area,See Remarks,Washer Included,Individual Room',\n", " 'occupantName': None,\n", " 'ownerName': None,\n", " 'lotDescription': 'Fenced Yard',\n", " 'pool': 'Association,Private,In Ground',\n", " 'subType': 'Townhouse',\n", " 'bedrooms': 3,\n", " 'interiorFeatures': 'Alarm System - Owned, Fire/Smoke Alarm',\n", " 'lotSize': \"85' X 228'\",\n", " 'areaSource': 'County PVA',\n", " 'maintenanceExpense': None,\n", " 'additionalRooms': 'Bonus Room,Family Room,Inlaw / Rental Apartment,Inside Utility',\n", " 'exteriorFeatures': 'Back Yard Fenced, Covered Patio/Deck',\n", " 'water': None,\n", " 'view': 'None',\n", " 'lotSizeArea': None,\n", " 'subdivision': 'PADDOCK',\n", " 'construction': 'Stackable,Washer Included,Dryer Included,Inside',\n", " 'parking': {'leased': None,\n", " 'spaces': 0,\n", " 'description': 'Attached Garage,Off-Site Parking,Room for Oversized Vehicle'},\n", " 'lotSizeAreaUnits': None,\n", " 'type': 'RES',\n", " 'garageSpaces': 0.183717483539253,\n", " 'bathsThreeQuarter': None,\n", " 'accessibility': 'Driveway Gate',\n", " 'acres': None,\n", " 'occupantType': None,\n", " 'subTypeText': None,\n", " 'yearBuilt': 1952},\n", " 'address': {'crossStreet': 'Brunell Dr.',\n", " 'state': 'Texas',\n", " 'country': 'United States',\n", " 'postalCode': '77377',\n", " 'streetName': 'North British Colony Lndg',\n", " 'streetNumberText': '2976',\n", " 'city': 'Houston',\n", " 'streetNumber': 2976,\n", " 'full': '2976 North British Colony Lndg #12306',\n", " 'unit': '12306'},\n", " 'school': {'middleSchool': 'Anderson',\n", " 'highSchool': 'Cy Creek',\n", " 'elementarySchool': 'Black',\n", " 'district': None},\n", " 'listPrice': 17236623}]" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "props_core" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "huggingface/tokenizers: The current process just got forked, after parallelism has already been used. 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"execution_count": 19, "metadata": {}, "outputs": [], "source": [ "import tiktoken\n", "enc = tiktoken.get_encoding(\"cl100k_base\")\n", "toks = enc.encode(json.dumps(props_core))" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "7178" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(toks)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...\n", "To disable this warning, you can either:\n", "\t- Avoid using `tokenizers` before the fork if possible\n", "\t- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)\n" ] } ], "source": [ "import os\n", "from openai import OpenAI\n", "\n", "client = OpenAI(\n", " # This is the default and can be omitted\n", " api_key=os.environ.get(\"OPENAI_API_KEY\"),\n", ")\n", "\n", "chat_completion = client.chat.completions.create(\n", " messages=[\n", " {\n", " \"role\": \"system\",\n", " \"content\": \"You are a real estate agent looking for properties for your clients. Here are some properties that might be of interest to you:\" + json.dumps(props_core),\n", " },\n", " {\n", " \"role\": \"user\",\n", " \"content\": \"I need a property that has more than 3 bedrooms, more than 2 parking spaces, a single family house, and close to Handy Street\",\n", " }\n", " ],\n", " model=\"gpt-4o-mini\",\n", ")" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Based on your criteria of having more than 3 bedrooms, more than 2 parking spaces, being a single family house, and close to Handy Street, the following property might be of interest:\n", "\n", "- **Address**: 68827 South 99 CT Estates #783, Houston, Texas, 77375\n", "- **Property Type**: Single Family Residence\n", "- **Bedrooms**: 5\n", "- **Parking Spaces**: 3 (Uncovered, Driveway, Driveway - Concrete)\n", "- **List Price**: $18,730,333\n", "- **Features**: \n", " - Roof: Aluminum, Composition\n", " - Style: Ranch\n", " - Area: 3,477 sq ft\n", " - Baths: 4 Full, 1 Half\n", " - Stories: 3\n", " - Fireplace: 1\n", " - Heating: Central Furnace, Energy Star, High Efficiency\n", " - Lot Description: Corner\n", " - Pool: Community\n", "\n", "This property fits your specifications and is a suitable option for your clients. Please let me know if you need additional details or more options!\n" ] } ], "source": [ "print(chat_completion.choices[0].message.content)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/yunfeng.bai/miniconda3/envs/buyer_agent/lib/python3.10/site-packages/sentence_transformers/cross_encoder/CrossEncoder.py:11: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", " from tqdm.autonotebook import tqdm, trange\n" ] } ], "source": [ "from sentence_transformers import SentenceTransformer\n", "\n", "# 1. Load a pretrained Sentence Transformer model\n", "model = SentenceTransformer(\"all-MiniLM-L6-v2\")\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "import json\n", "props_strs = [json.dumps(prop) for prop in all_props]" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "embeddings = model.encode(props_strs)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(13, 384)\n" ] } ], "source": [ "print(embeddings.shape)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([[1.0000, 0.9881, 0.9872, 0.9942, 0.9881, 0.9998, 0.9863, 0.9948, 0.9956,\n", " 0.9945, 0.9973, 0.9929, 0.9952],\n", " [0.9881, 1.0000, 0.9973, 0.9908, 0.9977, 0.9885, 0.9961, 0.9919, 0.9949,\n", " 0.9889, 0.9851, 0.9907, 0.9908],\n", " [0.9872, 0.9973, 1.0000, 0.9905, 0.9958, 0.9875, 0.9984, 0.9911, 0.9931,\n", " 0.9891, 0.9850, 0.9940, 0.9905],\n", " [0.9942, 0.9908, 0.9905, 1.0000, 0.9895, 0.9943, 0.9886, 0.9952, 0.9919,\n", " 0.9966, 0.9927, 0.9943, 0.9966],\n", " [0.9881, 0.9977, 0.9958, 0.9895, 1.0000, 0.9881, 0.9974, 0.9935, 0.9955,\n", " 0.9869, 0.9857, 0.9919, 0.9892],\n", " [0.9998, 0.9885, 0.9875, 0.9943, 0.9881, 1.0000, 0.9863, 0.9945, 0.9958,\n", " 0.9948, 0.9974, 0.9927, 0.9955],\n", " [0.9863, 0.9961, 0.9984, 0.9886, 0.9974, 0.9863, 1.0000, 0.9919, 0.9930,\n", " 0.9864, 0.9836, 0.9940, 0.9880],\n", " [0.9948, 0.9919, 0.9911, 0.9952, 0.9935, 0.9945, 0.9919, 1.0000, 0.9923,\n", " 0.9934, 0.9926, 0.9975, 0.9944],\n", " [0.9956, 0.9949, 0.9931, 0.9919, 0.9955, 0.9958, 0.9930, 0.9923, 1.0000,\n", " 0.9916, 0.9934, 0.9911, 0.9934],\n", " [0.9945, 0.9889, 0.9891, 0.9966, 0.9869, 0.9948, 0.9864, 0.9934, 0.9916,\n", " 1.0000, 0.9939, 0.9931, 0.9977],\n", " [0.9973, 0.9851, 0.9850, 0.9927, 0.9857, 0.9974, 0.9836, 0.9926, 0.9934,\n", " 0.9939, 1.0000, 0.9912, 0.9952],\n", " [0.9929, 0.9907, 0.9940, 0.9943, 0.9919, 0.9927, 0.9940, 0.9975, 0.9911,\n", " 0.9931, 0.9912, 1.0000, 0.9937],\n", " [0.9952, 0.9908, 0.9905, 0.9966, 0.9892, 0.9955, 0.9880, 0.9944, 0.9934,\n", " 0.9977, 0.9952, 0.9937, 1.0000]])\n" ] } ], "source": [ "similarities = model.similarity(embeddings, embeddings)\n", "print(similarities)\n" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "from opensearchpy import OpenSearch\n", "import os\n", "host = 'localhost'\n", "port = 9200\n", "OPENSEARCH_ADMIN_PASSWORD = os.getenv(\"OPENSEARCH_ADMIN_PASSWORD\", \"yw7L5u9nLs3a\")\n", "auth = ('admin', OPENSEARCH_ADMIN_PASSWORD) # For testing only. Don't store credentials in code.\n", "\n", "# Create the client with SSL/TLS enabled, but hostname verification disabled.\n", "client = OpenSearch(\n", " hosts = [{'host': host, 'port': port}],\n", " http_compress = True, # enables gzip compression for request bodies\n", " http_auth = auth,\n", " use_ssl = True,\n", " verify_certs = False,\n", " ssl_assert_hostname = False,\n", " ssl_show_warn = False\n", ")" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "for prop in all_props:\n", " client.index(index=\"all_props\", body=prop, refresh = True)" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [], "source": [ "index_name = 'all_props_ann'\n", "index_body = {\n", " \"settings\": {\n", " \"index\": {\n", " \"knn\": True,\n", " \"knn.algo_param.ef_search\": 100\n", " }\n", " },\n", " \"mappings\": {\n", " \"properties\": {\n", " \"interior_features_embedding\": {\n", " \"type\": \"knn_vector\",\n", " \"dimension\": 384, # For all-MiniLM-L6-v2 sentencepiece\n", " \"method\": {\n", " \"name\": \"hnsw\",\n", " \"space_type\": \"l2\",\n", " \"engine\": \"lucene\",\n", " \"parameters\": {\n", " \"ef_construction\": 128,\n", " \"m\": 24\n", " }\n", " }\n", " }\n", " }\n", " }\n", "}\n", "\n", "response = client.indices.create(index_name, body=index_body)\n" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "all_interior_features = [prop[\"property\"][\"interiorFeatures\"] for prop in all_props]" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "76" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], "source": [ "all_interior_features" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "embeddings = model.encode(all_interior_features)" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [], "source": [ "for idx, prop in enumerate(all_props):\n", " prop[\"interior_features_embedding\"] = embeddings[idx].tolist()\n", " client.index(index=\"all_props_ann\", body=prop, refresh = True)" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "384" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(embeddings[0])" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "query = model.encode(\"i want a place with higher ceiling and isolated kitchen bar\")" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "similarities = model.similarity(embeddings, query)" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[('Drapes/Curtains/Window Cover, Fire/Smoke Alarm, High Ceiling, Island Kitchen',\n", " tensor([0.4746])),\n", " ('Breakfast Bar, High Ceiling', tensor([0.5754])),\n", " ('Drapes/Curtains/Window Cover, Fire/Smoke Alarm, High Ceiling, Prewired for Alarm System',\n", " tensor([0.3058])),\n", " ('High Ceiling', tensor([0.4911])),\n", " ('Elevator Shaft, Fire/Smoke Alarm, High Ceiling, Island Kitchen, Prewired for Alarm System, Wet Bar',\n", " tensor([0.4005])),\n", " ('Alarm System - Owned, Fire/Smoke Alarm, Prewired for Alarm System',\n", " tensor([0.0710])),\n", " ('Alarm System - Owned, Breakfast Bar, Fire/Smoke Alarm, High Ceiling, Island Kitchen',\n", " tensor([0.4686])),\n", " ('High Ceiling', tensor([0.4911])),\n", " ('2 Staircases, Alarm System - Owned, Breakfast Bar, Drapes/Curtains/Window Cover, Fire/Smoke Alarm, High Ceiling, Island Kitchen, Refrigerator Included',\n", " tensor([0.3558])),\n", " ('2 Staircases, Dry Bar, High Ceiling, Island Kitchen, Prewired for Alarm System, Wet Bar',\n", " tensor([0.4845])),\n", " ('Alarm System - Owned, Breakfast Bar, Drapes/Curtains/Window Cover, Dry Bar, Fire/Smoke Alarm, High Ceiling, Refrigerator Included',\n", " tensor([0.3195])),\n", " ('Breakfast Bar, Fire/Smoke Alarm, High Ceiling', tensor([0.5199])),\n", " ('Alarm System - Owned, Fire/Smoke Alarm', tensor([0.1118]))]" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "list(zip(all_interior_features, similarities))" ] }, { "cell_type": "code", "execution_count": 59, "metadata": {}, "outputs": [], "source": [ "results = client.search(index=\"all_props_ann\", body={\n", " \"query\": {\n", " \"knn\": {\n", " \"interior_features_embedding\": {\n", " \"vector\": query.tolist(),\n", " \"k\": 13\n", " }\n", " }\n", " }\n", "})" ] }, { "cell_type": "code", "execution_count": 60, "metadata": {}, "outputs": [], "source": [ "searched_interior_features = [(result[\"_score\"], result[\"_source\"][\"property\"][\"interiorFeatures\"]) for result in results[\"hits\"]['hits']]" ] }, { "cell_type": "code", "execution_count": 61, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[(0.54076314, 'Breakfast Bar, High Ceiling'),\n", " (0.51016766, 'Breakfast Bar, Fire/Smoke Alarm, High Ceiling'),\n", " (0.4956118, 'High Ceiling'),\n", " (0.4956118, 'High Ceiling'),\n", " (0.492373,\n", " '2 Staircases, Dry Bar, High Ceiling, Island Kitchen, Prewired for Alarm System, Wet Bar'),\n", " (0.48761326,\n", " 'Drapes/Curtains/Window Cover, Fire/Smoke Alarm, High Ceiling, Island Kitchen'),\n", " (0.4847781,\n", " 'Alarm System - Owned, Breakfast Bar, Fire/Smoke Alarm, High Ceiling, Island Kitchen'),\n", " (0.45473787,\n", " 'Elevator Shaft, Fire/Smoke Alarm, High Ceiling, Island Kitchen, Prewired for Alarm System, Wet Bar'),\n", " (0.43700367,\n", " '2 Staircases, Alarm System - Owned, Breakfast Bar, Drapes/Curtains/Window Cover, Fire/Smoke Alarm, High Ceiling, Island Kitchen, Refrigerator Included'),\n", " (0.4235503,\n", " 'Alarm System - Owned, Breakfast Bar, Drapes/Curtains/Window Cover, Dry Bar, Fire/Smoke Alarm, High Ceiling, Refrigerator Included')]" ] }, "execution_count": 61, "metadata": {}, "output_type": "execute_result" } ], "source": [ "searched_interior_features" ] }, { "cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "13" ] }, "execution_count": 58, "metadata": {}, "output_type": "execute_result" } ], "source": [ "client.search(index=\"all_props_ann\", body={\n", " \"query\": {\n", " \n", " }\n", "})" ] }, { "cell_type": "code", "execution_count": 65, "metadata": {}, "outputs": [], "source": [ "sunnyvale_props = [\n", " {\n", " \"address\": \"1394 Lillian Avenue, Sunnyvale, California 94087\",\n", " \"listingPrice\": 3998000,\n", " \"salePrice\": 4300000,\n", " \"status\": \"Sold\",\n", " \"bedrooms\": 5,\n", " \"bathrooms\": 4,\n", " \"squareFootage\": 3123,\n", " \"lotSize\": 9148,\n", " \"yearBuilt\": 2019,\n", " \"daysOnMarket\": 16,\n", " \"schoolDistrict\": \"Cupertino\",\n", " \"publicDescription\": \"A must-see!! This Mediterranean-style home, masterfully built in 2019, offers a lifestyle centered around well-being and elegance. The Grand Room boasts high ceilings with wood beams, natural stone finishes, and extra-large windows that flood the space with natural light. This room seamlessly transitions to an expansive covered deck, adorned with a beautiful wood pergola and a cozy fire pit, perfect for enjoying California living at its finest.\",\n", " \"features\": {\n", " \"Style\": \"Mediterranean\",\n", " \"Interior\": \"High Ceiling, Wood Beams, Natural Stone Finishes\",\n", " \"Kitchen\": \"Countertop - Granite, Island, Stainless Steel Appliances\",\n", " \"Bathroom\": \"Tub w/Jets\",\n", " \"Bedroom\": \"Primary Suite/Retreat\",\n", " \"Flooring\": \"Hardwood, Stone, Tile, Travertine\",\n", " \"Cooling\": \"Central AC\",\n", " \"Heating\": \"Central Forced Air - Gas\",\n", " \"Exterior Amenities\": \"Back Yard, Balcony/Patio, Deck, Fire Pit, Sprinkler(s) - Lawn\",\n", " \"Fireplace\": \"#1 / Living Room, Wood Burning\",\n", " \"Garage\": \"2 Car Attached\",\n", " \"Foundation\": \"Crawl Space\",\n", " \"Roof\": \"Concrete, Tile\",\n", " \"Fence\": \"Fenced\",\n", " \"Energy Saving\": \"Double Pane Windows\",\n", " \"Family Room\": \"Separate Family Room\",\n", " \"Dining Room\": \"Dining Area in Living Room\",\n", " \"Laundry\": \"In Utility Room\",\n", " \"Pool / Spa\": \"None\",\n", " \"View\": \"None specified\",\n", " \"Lot Description\": \"Grade - Level\",\n", " \"Prop Faces\": \"West\",\n", " \"Stories\": 1,\n", " \"Garage/Parking Features\": \"Attached Garage\"\n", " }\n", " },\n", " {\n", " \"address\": \"1487 Revelstoke Way, Sunnyvale, California 94087\",\n", " \"listingPrice\": 3197888,\n", " \"salePrice\": 3450000,\n", " \"status\": \"Sold\",\n", " \"bedrooms\": 4,\n", " \"bathrooms\": 2,\n", " \"squareFootage\": 1841,\n", " \"lotSize\": 10112,\n", " \"yearBuilt\": 1959,\n", " \"daysOnMarket\": 5,\n", " \"schoolDistrict\": \"Cupertino\",\n", " \"publicDescription\": \"Sunnyvale's Prime, Commuters Dream location in a QUIET neighborhood! Upgraded single story home w/10,000+ sq.ft. large lot w/ lots of potential to expand the house or make an ADU. Great CU schools-Nimitz Elem./ Cupertino Middle/ HOMESTEAD High. Upgraded kitchen w/refinished cabinets, granite counters, SS appliances & breakfast nook. Formal dining area or use as separate family room.\",\n", " \"features\": {\n", " \"Style\": \"Ranch\",\n", " \"Interior\": \"Remodeled\",\n", " \"Kitchen\": \"Countertop - Granite, Stainless Steel Appliances, Breakfast Nook\",\n", " \"Bathroom\": \"Updated Bath, Shower over Tub - 1, Skylight\",\n", " \"Bedroom\": \"Primary Bedroom on Ground Floor\",\n", " \"Flooring\": \"Hardwood\",\n", " \"Cooling\": \"Central AC\",\n", " \"Heating\": \"Central Forced Air\",\n", " \"Exterior Amenities\": \"Back Yard, Sprinkler(s) - Auto, Sprinkler(s) - Lawn, Storage\",\n", " \"Fireplace\": \"#2 / Gas Burning, Family Room\",\n", " \"Garage\": \"2 Car Attached\",\n", " \"Foundation\": \"Concrete Perimeter and Slab\",\n", " \"Roof\": \"Composition\",\n", " \"Fence\": \"Fenced Back, Wood\",\n", " \"Energy Saving\": \"Double Pane Windows, Solar Power\",\n", " \"Family Room\": \"Kitchen/Family Room Combo\",\n", " \"Dining Room\": \"Formal Room, Breakfast Nook, Skylight\",\n", " \"Laundry\": \"In Garage\",\n", " \"Pool / Spa\": \"None\",\n", " \"View\": \"Neighborhood\",\n", " \"Lot Description\": \"Grade - Level, Regular\",\n", " \"Prop Faces\": \"Not specified\",\n", " \"Stories\": 1,\n", " \"Garage/Parking Features\": \"Attached Garage, Electric Car Hookup, Gate/Door Opener\"\n", " }\n", " },\n", " {\n", " \"address\": \"148 Connemara Way, Sunnyvale, California 94087\",\n", " \"listingPrice\": 3298000,\n", " \"salePrice\": None,\n", " \"status\": \"Active\",\n", " \"bedrooms\": 4,\n", " \"bathrooms\": 3,\n", " \"squareFootage\": 2237,\n", " \"lotSize\": 6300,\n", " \"yearBuilt\": 1965,\n", " \"daysOnMarket\": 5,\n", " \"schoolDistrict\": \"Cupertino\",\n", " \"publicDescription\": \"From the designer finishes, to the open-concept floor plan, to the entertainers yard, this spacious single-level home is brimming with sophistication and luxury. The front-facing dining room is fit to host fabulous dinner parties with access to the incredible chef's kitchen and great room. Enjoy stunning quartzite countertops, an oversized center island with seating, and stainless steel appliances in the kitchen, and look out on the family room with two-story ceilings, dramatic teardrop chandeliers, and accordion doors to the yard.\",\n", " \"features\": {\n", " \"Style\": \"Contemporary\",\n", " \"Interior\": \"Open Floor Plan, High Ceiling\",\n", " \"Kitchen\": \"Countertop - Quartz, Island, Stainless Steel Appliances, Wine Refrigerator\",\n", " \"Bathroom\": \"Double Sinks, Primary - Stall Shower(s), Shower and Tub\",\n", " \"Bedroom\": \"Primary Suite/Retreat, Walk-in Closet\",\n", " \"Flooring\": \"Tile, Wood\",\n", " \"Cooling\": \"Central AC, Multi-Zone\",\n", " \"Heating\": \"Central Forced Air - Gas\",\n", " \"Exterior Amenities\": \"Back Yard, Balcony/Patio, Fire Pit, Fenced\",\n", " \"Fireplace\": \"None specified\",\n", " \"Garage\": \"2 Car Attached\",\n", " \"Foundation\": \"Concrete Perimeter and Slab\",\n", " \"Roof\": \"Metal, Tile\",\n", " \"Fence\": \"Fenced\",\n", " \"Energy Saving\": \"Double Pane Windows, Energy Star Appliances, Energy Star Lighting\",\n", " \"Family Room\": \"Kitchen/Family Room Combo\",\n", " \"Dining Room\": \"Breakfast Bar, Formal Room\",\n", " \"Laundry\": \"Inside\",\n", " \"Pool / Spa\": \"None\",\n", " \"View\": \"None specified\",\n", " \"Lot Description\": \"Regular\",\n", " \"Prop Faces\": \"Not specified\",\n", " \"Stories\": 1,\n", " \"Garage/Parking Features\": \"Attached Garage\"\n", " }\n", " },\n", " {\n", " \"address\": \"1499 Valcartier Street, Sunnyvale, California 94087\",\n", " \"listingPrice\": 3120000,\n", " \"salePrice\": None,\n", " \"status\": \"Pending\",\n", " \"bedrooms\": 5,\n", " \"bathrooms\": 3,\n", " \"squareFootage\": 2237,\n", " \"lotSize\": 8960,\n", " \"yearBuilt\": 1965,\n", " \"daysOnMarket\": 8,\n", " \"schoolDistrict\": \"Cupertino\",\n", " \"publicDescription\": \"New Listing!! Homes rarely come up in this established, quiet neighborhood. Welcome home to Sunnyvale, living at its finest. This home is located in the award-winning Cupertino School District/Homestead High School and is near major tech companies like Google, Apple, and LinkedIn, as well as shopping, parks, and friendly dog parks. It is a wonderful area in the heart of Silicon Valley with tall, shaded trees and beautifully manicured homes on large lots.\",\n", " \"features\": {\n", " \"Style\": \"Contemporary\",\n", " \"Interior\": \"Open Beam Ceiling\",\n", " \"Kitchen\": \"Countertop - Granite, Dishwasher, Island, Refrigerator (s)\",\n", " \"Bathroom\": \"Double Sinks, Full on Ground Floor, Granite, Primary - Stall Shower(s), Shower over Tub - 1, Skylight, Stone\",\n", " \"Bedroom\": \"Ground Floor Bedroom\",\n", " \"Flooring\": \"Hardwood, Other\",\n", " \"Cooling\": \"Central AC\",\n", " \"Heating\": \"Central Forced Air - Gas\",\n", " \"Exterior Amenities\": \"Barbecue Area, Courtyard, Drought Tolerant Plants, Fenced, Low Maintenance, Sprinkler(s) - Lawn, Storage\",\n", " \"Fireplace\": \"#1 / Living Room\",\n", " \"Garage\": \"2 Car Attached\",\n", " \"Foundation\": \"Concrete Perimeter and Slab\",\n", " \"Roof\": \"Composition\",\n", " \"Fence\": \"Fenced Back, Fenced Front, Mixed Height/ Type, Wood\",\n", " \"Energy Saving\": \"Ceiling Insulation, Double Pane Windows, Solar Power\",\n", " \"Family Room\": \"Kitchen/Family Room Combo\",\n", " \"Dining Room\": \"Breakfast Nook, Dining Bar, Formal Room, Skylight\",\n", " \"Laundry\": \"In Utility Room\",\n", " \"Pool / Spa\": \"None\",\n", " \"View\": \"Neighborhood\",\n", " \"Lot Description\": \"Grade - Level, Private/Secluded\",\n", " \"Prop Faces\": \"Not specified\",\n", " \"Stories\": 2,\n", " \"Garage/Parking Features\": \"Attached Garage, Electric Car Hookup, Oversize Parking / RV\"\n", " }\n", " },\n", " {\n", " \"address\": \"1437 Hawk Court, Sunnyvale, California 94087\",\n", " \"listingPrice\": 3098000,\n", " \"salePrice\": None,\n", " \"status\": \"Pending\",\n", " \"bedrooms\": 3,\n", " \"bathrooms\": 2,\n", " \"squareFootage\": 2262,\n", " \"lotSize\": 7405,\n", " \"yearBuilt\": 1985,\n", " \"daysOnMarket\": 12,\n", " \"schoolDistrict\": \"Cupertino\",\n", " \"publicDescription\": \"Welcome to 1437 Hawk Court, a beautifully maintained home in a quiet Sunnyvale cul-de-sac. This 3-bedroom, 2-bath residence offers 2,262 sq. ft. of inviting living space with vaulted ceilings and a serene backyard. The family room, kitchen, and breakfast nook seamlessly blend with hardwood floors throughout. The dining room, perfect for entertaining, adjoins the living room and features three skylights and a large window to bring in lots of natural light.\",\n", " \"features\": {\n", " \"Style\": \"Not specified\",\n", " \"Interior\": \"Vaulted Ceiling, Wet Bar\",\n", " \"Kitchen\": \"Cooktop - Gas, Countertop - Tile, Dishwasher, Exhaust Fan, Garbage Disposal, Island, Microwave, Oven - Built-In, Refrigerator (s), Trash Compactor\",\n", " \"Bathroom\": \"Primary - Oversized Tub, Primary - Stall Shower(s), Tile, Tub\",\n", " \"Bedroom\": \"More than one Bedroom on Ground Floor, Primary Bedroom on Ground Floor\",\n", " \"Flooring\": \"Carpet, Wood\",\n", " \"Cooling\": \"Central AC\",\n", " \"Heating\": \"Central Forced Air\",\n", " \"Exterior Amenities\": \"Back Yard, Deck, Fenced, Sprinkler(s) - Lawn, Storage\",\n", " \"Fireplace\": \"#2 / Gas Burning\",\n", " \"Garage\": \"2 Car Attached\",\n", " \"Foundation\": \"Concrete Perimeter\",\n", " \"Roof\": \"Composition\",\n", " \"Fence\": \"Wood\",\n", " \"Energy Saving\": \"Ceiling Insulation, Double Pane Windows, Solar Power\",\n", " \"Family Room\": \"Kitchen/Family Room Combo\",\n", " \"Dining Room\": \"Breakfast Nook, Dining Bar, Formal Room, Skylight\",\n", " \"Laundry\": \"Dryer, Inside, Washer\",\n", " \"Pool / Spa\": \"None\",\n", " \"View\": \"Not specified\",\n", " \"Lot Description\": \"Not specified\",\n", " \"Prop Faces\": \"Not specified\",\n", " \"Stories\": 1,\n", " \"Garage/Parking Features\": \"Attached Garage\"\n", " }\n", " },\n", " {\n", " \"address\": \"1566 Klamath Drive, Sunnyvale, California 94087\",\n", " \"listingPrice\": 3088800,\n", " \"salePrice\": None,\n", " \"status\": \"Pending\",\n", " \"bedrooms\": 3,\n", " \"bathrooms\": 2,\n", " \"squareFootage\": 1512,\n", " \"lotSize\": 8276,\n", " \"yearBuilt\": 1959,\n", " \"daysOnMarket\": 0,\n", " \"schoolDistrict\": \"Cupertino\",\n", " \"publicDescription\": \"Not provided\",\n", " \"features\": {\n", " \"Style\": \"Ranch\",\n", " \"Interior\": \"Not specified\",\n", " \"Kitchen\": \"Built-in BBQ Grill, Countertop - Stone, Dishwasher, Exhaust Fan, Garbage Disposal, Hood Over Range, Oven - Built-In\",\n", " \"Bathroom\": \"Double Sinks, Marble, Oversized Tub, Primary - Stall Shower(s), Showers over Tubs - 2+, Tile, Updated Bath\",\n", " \"Bedroom\": \"Not specified\",\n", " \"Flooring\": \"Tile, Vinyl/Linoleum, Wood\",\n", " \"Cooling\": \"Ceiling Fan, Window/Wall Unit\",\n", " \"Heating\": \"Central Forced Air - Gas\",\n", " \"Exterior Amenities\": \"Not specified\",\n", " \"Fireplace\": \"#1 / Insert, Living Room, Wood Burning\",\n", " \"Garage\": \"2 Car Attached\",\n", " \"Foundation\": \"Crawl Space\",\n", " \"Roof\": \"Composition\",\n", " \"Fence\": \"Not specified\",\n", " \"Energy Saving\": \"Not specified\",\n", " \"Family Room\": \"Separate Family Room\",\n", " \"Dining Room\": \"Breakfast Room, Formal Room\",\n", " \"Laundry\": \"In Garage\",\n", " \"Pool / Spa\": \"No\",\n", " \"View\": \"Neighborhood\",\n", " \"Lot Description\": \"Not specified\",\n", " \"Prop Faces\": \"Not specified\",\n", " \"Stories\": 1,\n", " \"Garage/Parking Features\": \"Attached Garage\"\n", " }\n", " },\n", " {\n", " \"address\": \"718 Saranac Drive, Sunnyvale, California 94087\",\n", " \"listingPrice\": 2388000,\n", " \"salePrice\": 3050000,\n", " \"status\": \"Sold\",\n", " \"bedrooms\": 3,\n", " \"bathrooms\": 2,\n", " \"squareFootage\": 1772,\n", " \"lotSize\": 7405,\n", " \"yearBuilt\": 1963,\n", " \"daysOnMarket\": 8,\n", " \"schoolDistrict\": \"Sunnyvale\",\n", " \"publicDescription\": \"Prime Sunnyvale location! Gorgeous one-story single-family house with 3 beds and 2 baths, located in a well-established neighborhood. Exceptional floor plan featuring a separate living room, family room, and dining area. Other features include wood floors, a remodeled bathroom, a skylight, and window treatment. The amazing backyard provides great spaces for outdoor enjoyment, with a lovely pool.\",\n", " \"features\": {\n", " \"Style\": \"Ranch\",\n", " \"Interior\": \"Skylight\",\n", " \"Kitchen\": \"Cooktop - Electric, Dishwasher, Exhaust Fan, Oven - Electric, Pantry, Refrigerator (s)\",\n", " \"Bathroom\": \"Granite, Primary - Stall Shower(s), Shower and Tub, Tile\",\n", " \"Bedroom\": \"Not specified\",\n", " \"Flooring\": \"Carpet, Hardwood, Tile\",\n", " \"Cooling\": \"None\",\n", " \"Heating\": \"Central Forced Air - Gas\",\n", " \"Exterior Amenities\": \"Back Yard, Fenced, Sprinkler(s) - Auto, Sprinkler(s) - Lawn\",\n", " \"Fireplace\": \"#1 / Wood Burning\",\n", " \"Garage\": \"2 Car Attached\",\n", " \"Foundation\": \"Crawl Space\",\n", " \"Roof\": \"Shingle\",\n", " \"Fence\": \"Fenced Back\",\n", " \"Energy Saving\": \"Double Pane Windows, Skylight(s), Thermostat Controller\",\n", " \"Family Room\": \"Kitchen/Family Room Combo\",\n", " \"Dining Room\": \"Breakfast Bar, Dining Area, Dining Area in Living Room, No Formal\",\n", " \"Laundry\": \"Dryer, In Garage, Washer\",\n", " \"Pool / Spa\": \"Pool - In Ground\",\n", " \"View\": \"Neighborhood\",\n", " \"Lot Description\": \"Grade - Gently Sloped\",\n", " \"Prop Faces\": \"Not specified\",\n", " \"Stories\": 1,\n", " \"Garage/Parking Features\": \"Attached Garage, Gate/Door Opener\"\n", " }\n", " },\n", " {\n", " \"address\": \"1037 Ranere Court, Sunnyvale, California 94087\",\n", " \"listingPrice\": 2998000,\n", " \"salePrice\": None,\n", " \"status\": \"Pending\",\n", " \"bedrooms\": 4,\n", " \"bathrooms\": 4,\n", " \"squareFootage\": 2750,\n", " \"lotSize\": 15682,\n", " \"yearBuilt\": 1962,\n", " \"daysOnMarket\": 7,\n", " \"schoolDistrict\": \"Sunnyvale\",\n", " \"publicDescription\": \"Nestled at the end on quiet tree-lined court gorgeous (2,750+/-sf) one level remodeled exec home has a bright open floor plan w/4 large beds, primary ste w/2 walk-in closets & 3.25 designer baths w/room to expand on huge resort-like 1/3 acre lot! Enjoy cooking in newer kitchen w/abundant cabinets, stainless appliances, granite, wine refrig, walk-in pantry & open dining area adj to the large family room w/views patios.\",\n", " \"features\": {\n", " \"Style\": \"Not specified\",\n", " \"Interior\": \"Walk-in Closet\",\n", " \"Kitchen\": \"220 Volt Outlet, Cooktop - Electric, Countertop - Granite, Dishwasher, Exhaust Fan, Garbage Disposal, Microwave, Oven - Built-In, Oven - Double, Oven - Electric, Pantry, Refrigerator (s), Wine Refrigerator\",\n", " \"Bathroom\": \"Double Sinks, Full on Ground Floor, Granite, Marble, Primary - Stall Shower(s), Shower and Tub, Stall Shower, Stone, Tile, Updated Bath\",\n", " \"Bedroom\": \"More than one Primary Bedroom, Primary Bedroom on Ground Floor, Primary Suite/Retreat, Walk-in Closet\",\n", " \"Flooring\": \"Hardwood, Tile, Vinyl/Linoleum\",\n", " \"Cooling\": \"Central AC\",\n", " \"Heating\": \"Central Forced Air - Gas\",\n", " \"Exterior Amenities\": \"Back Yard, Balcony/Patio, Deck, Drought Tolerant Plants, Fenced, Sprinkler(s) - Auto, Storage\",\n", " \"Fireplace\": \"#2 / Family Room, Gas Burning, Living Room, Wood Burning\",\n", " \"Garage\": \"2 Car Attached\",\n", " \"Foundation\": \"Concrete Perimeter and Slab\",\n", " \"Roof\": \"Shake\",\n", " \"Fence\": \"Fenced Back, Gate/Door Opener\",\n", " \"Energy Saving\": \"Double Pane Windows, Energy Star Appliances, Energy Star Lighting, Thermostat Controller\",\n", " \"Family Room\": \"Kitchen/Family Room Combo\",\n", " \"Dining Room\": \"Eat in Kitchen\",\n", " \"Laundry\": \"Inside, Tub / Sink, Washer/Dryer\",\n", " \"Pool / Spa\": \"None\",\n", " \"View\": \"Hills\",\n", " \"Lot Description\": \"Not specified\",\n", " \"Prop Faces\": \"Not specified\",\n", " \"Stories\": 1,\n", " \"Garage/Parking Features\": \"Attached Garage, Gate/Door Opener\"\n", " }\n", " },\n", " {\n", " \"address\": \"1259 Pyracantha Terrace, Sunnyvale, California 94087\",\n", " \"listingPrice\": 2750000,\n", " \"salePrice\": 2950000,\n", " \"status\": \"Sold\",\n", " \"bedrooms\": 4,\n", " \"bathrooms\": 3,\n", " \"squareFootage\": 2393,\n", " \"lotSize\": 4266,\n", " \"yearBuilt\": 1998,\n", " \"daysOnMarket\": 9,\n", " \"schoolDistrict\": \"Sunnyvale\",\n", " \"publicDescription\": \"Refined elegance and effortless livability blend seamlessly in this spacious Sunnyvale home, nestled in a charming enclave on a tranquil cul-de-sac. Step inside to experience nearly 2,400 sf of updated living space bathed in a bright, airy ambiance. The thoughtfully designed floorplan boasts a living and dining room, granite kitchen with top-tier appliances, and family room with fireplace, with 4 bedrooms that include a spa-like primary suite and one currently configured for office use.\",\n", " \"features\": {\n", " \"Style\": \"Not specified\",\n", " \"Interior\": \"Bay Window, High Ceiling, Skylight, Vaulted Ceiling, Walk-in Closet\",\n", " \"Kitchen\": \"Cooktop - Gas, Countertop - Granite, Dishwasher, Exhaust Fan, Ice Maker, Microwave, Oven - Electric, Oven - Self Cleaning, Refrigerator (s)\",\n", " \"Bathroom\": \"Double Sinks, Full on Ground Floor, Granite, Primary - Stall Shower(s), Showers over Tubs - 2+, Skylight, Tile, Tub in Primary Bedroom\",\n", " \"Bedroom\": \"Walk-in Closet\",\n", " \"Flooring\": \"Carpet, Hardwood, Tile\",\n", " \"Cooling\": \"Central AC\",\n", " \"Heating\": \"Central Forced Air, Fireplace\",\n", " \"Exterior Amenities\": \"Back Yard, Sprinkler(s) - Auto\",\n", " \"Fireplace\": \"#2 / Family Room, Gas Burning, Other Location\",\n", " \"Garage\": \"2 Car Attached\",\n", " \"Foundation\": \"Concrete Perimeter\",\n", " \"Roof\": \"Tile\",\n", " \"Fence\": \"Fenced\",\n", " \"Energy Saving\": \"Double Pane Windows, Skylight(s)\",\n", " \"Family Room\": \"Separate Family Room\",\n", " \"Dining Room\": \"Dining Area in Living Room\",\n", " \"Laundry\": \"Dryer, Electricity Hookup (110V), Electricity Hookup (220V), Gas Hookup, In Utility Room, Inside, Tub / Sink, Washer\",\n", " \"Pool / Spa\": \"None\",\n", " \"View\": \"Not specified\",\n", " \"Lot Description\": \"Not specified\",\n", " \"Prop Faces\": \"Not specified\",\n", " \"Stories\": 2,\n", " \"Garage/Parking Features\": \"Attached Garage\"\n", " }\n", " },\n", " {\n", " \"address\": \"580 Cascade Drive, Sunnyvale, California 94087\",\n", " \"listingPrice\": 2500000,\n", " \"salePrice\": None,\n", " \"status\": \"Pending\",\n", " \"bedrooms\": 3,\n", " \"bathrooms\": 2,\n", " \"squareFootage\": 1392,\n", " \"lotSize\": 9148,\n", " \"yearBuilt\": 1959,\n", " \"daysOnMarket\": 24,\n", " \"schoolDistrict\": \"Cupertino\",\n", " \"publicDescription\": \"Best location in the area. A corner lot that is accessible on two sides, where you may be able to add an ADU with a private access or expand the house on this big lot. The site sits approximately 4 ft above the street level at the corner. Close proximity to major employment centers in the Silicon Valley. Excellent school district with easy access to many nearby schools.\",\n", " \"features\": {\n", " \"Style\": \"Ranch\",\n", " \"Interior\": \"Not specified\",\n", " \"Kitchen\": \"Not specified\",\n", " \"Bathroom\": \"Primary - Stall Shower(s)\",\n", " \"Bedroom\": \"Not specified\",\n", " \"Flooring\": \"Hardwood\",\n", " \"Cooling\": \"Central AC\",\n", " \"Heating\": \"Central Forced Air\",\n", " \"Exterior Amenities\": \"Not specified\",\n", " \"Fireplace\": \"Living Room\",\n", " \"Garage\": \"2 Car Attached\",\n", " \"Foundation\": \"Concrete Perimeter\",\n", " \"Roof\": \"Composition\",\n", " \"Fence\": \"Wood\",\n", " \"Energy Saving\": \"Solar Power - On Grid\",\n", " \"Family Room\": \"No Family Room\",\n", " \"Dining Room\": \"Formal Room\",\n", " \"Laundry\": \"Not specified\",\n", " \"Pool / Spa\": \"No\",\n", " \"View\": \"Other\",\n", " \"Lot Description\": \"Grade - Level\",\n", " \"Prop Faces\": \"Not specified\",\n", " \"Stories\": 1,\n", " \"Garage/Parking Features\": \"Attached Garage\"\n", " }\n", " },\n", " {\n", " \"address\": \"1450 Bittern Drive, Sunnyvale, California 94087\",\n", " \"listingPrice\": 2498000,\n", " \"salePrice\": None,\n", " \"status\": \"Pending\",\n", " \"bedrooms\": 4,\n", " \"bathrooms\": 2,\n", " \"squareFootage\": 1540,\n", " \"lotSize\": 6098,\n", " \"yearBuilt\": 1962,\n", " \"daysOnMarket\": 7,\n", " \"schoolDistrict\": \"Cupertino\",\n", " \"publicDescription\": \"Remodeled and move-in ready, this ranch home is located in the heart of Sunnyvale and offers 4 bedrooms and 2 remodeled bathrooms in 1,540 sq. ft. situated on a spacious lot of over 6,000 sq. ft. Enjoy relaxing in one of the bright and spacious rooms, such as the living room which opens to the expansive, completely renovated kitchen with new cabinets, quartz counters and backsplash, stainless steel appliances, recessed lighting, tile floors, and large peninsula with breakfast bar lit by designer pendant lighting.\",\n", " \"features\": {\n", " \"Style\": \"Ranch\",\n", " \"Interior\": \"Not specified\",\n", " \"Kitchen\": \"Countertop - Quartz, Dishwasher, Exhaust Fan, Garbage Disposal, Hood Over Range, Oven Range - Electric, Refrigerator (s)\",\n", " \"Bathroom\": \"Double Sinks, Primary - Stall Shower(s), Shower over Tub - 1, Tile, Updated Bath\",\n", " \"Bedroom\": \"Primary Suite/Retreat\",\n", " \"Flooring\": \"Hardwood, Tile\",\n", " \"Cooling\": \"Central AC\",\n", " \"Heating\": \"Central Forced Air - Gas, Fireplace\",\n", " \"Exterior Amenities\": \"Back Yard, Balcony/Patio, Fenced, Sprinkler(s) - Auto, Sprinkler(s) - Lawn\",\n", " \"Fireplace\": \"#1 / Living Room, Wood Burning\",\n", " \"Garage\": \"2 Car Attached\",\n", " \"Foundation\": \"Concrete Perimeter and Slab\",\n", " \"Roof\": \"Composition\",\n", " \"Fence\": \"Fenced, Fenced Back, Wood\",\n", " \"Energy Saving\": \"Double Pane Windows, Energy Star Appliances, Thermostat Controller\",\n", " \"Family Room\": \"No Family Room\",\n", " \"Dining Room\": \"Breakfast Bar, Eat in Kitchen\",\n", " \"Laundry\": \"Dryer, In Garage, Tub / Sink, Washer\",\n", " \"Pool / Spa\": \"No\",\n", " \"View\": \"Neighborhood\",\n", " \"Lot Description\": \"Regular\",\n", " \"Prop Faces\": \"West\",\n", " \"Stories\": 1,\n", " \"Garage/Parking Features\": \"Attached Garage, Gate/Door Opener, Off-Street Parking, Uncovered Parking\"\n", " }\n", " },\n", " {\n", " \"address\": \"730 Carlisle Way, Sunnyvale, California 94087\",\n", " \"listingPrice\": 2488000,\n", " \"salePrice\": None,\n", " \"status\": \"Active\",\n", " \"bedrooms\": 4,\n", " \"bathrooms\": 2,\n", " \"squareFootage\": 1659,\n", " \"lotSize\": 6176,\n", " \"yearBuilt\": 1962,\n", " \"daysOnMarket\": 5,\n", " \"schoolDistrict\": \"Cupertino\",\n", " \"publicDescription\": \"Ideal floor plan with gorgeous kitchen just 1.3 miles to Apple Spaceship Campus! Inviting front yard with verdant lawn & tucked-away front courtyard with seating. Inside, a cozy living room features wall-to-wall windows that overlook the backyard. Updated kitchen has quartz counters, fresh cabinets, new stainless steel appliances, & passthrough to dining area for added convenience.\",\n", " \"features\": {\n", " \"Style\": \"Contemporary\",\n", " \"Interior\": \"Bay Window\",\n", " \"Kitchen\": \"Cooktop - Gas, Countertop - Quartz, Dishwasher, Exhaust Fan, Garbage Disposal, Oven - Electric\",\n", " \"Bathroom\": \"Double Sinks, Shower over Tub - 1, Stall Shower\",\n", " \"Bedroom\": \"More than one Bedroom on Ground Floor, Primary Bedroom on Ground Floor\",\n", " \"Flooring\": \"Hardwood, Other\",\n", " \"Cooling\": \"Central AC\",\n", " \"Heating\": \"Central Forced Air\",\n", " \"Exterior Amenities\": \"Back Yard, Balcony/Patio, Sprinkler(s) - Auto, Sprinkler(s) - Lawn\",\n", " \"Fireplace\": \"#1 / Living Room, Wood Burning\",\n", " \"Garage\": \"2 Car Attached\",\n", " \"Foundation\": \"Crawl Space\",\n", " \"Roof\": \"Composition\",\n", " \"Fence\": \"Fenced Back\",\n", " \"Energy Saving\": \"Double Pane Windows\",\n", " \"Family Room\": \"No Family Room\",\n", " \"Dining Room\": \"Breakfast Bar, Dining Area, Eat in Kitchen\",\n", " \"Laundry\": \"In Garage, Washer/Dryer\",\n", " \"Pool / Spa\": \"No\",\n", " \"View\": \"Neighborhood\",\n", " \"Lot Description\": \"Grade - Level, Regular\",\n", " \"Prop Faces\": \"Not specified\",\n", " \"Stories\": 1,\n", " \"Garage/Parking Features\": \"Attached Garage, Gate/Door Opener\"\n", " }\n", " },\n", " {\n", " \"address\": \"868 Flin Way, Sunnyvale, California 94087\",\n", " \"listingPrice\": 2300000,\n", " \"salePrice\": None,\n", " \"status\": \"Pending\",\n", " \"bedrooms\": 4,\n", " \"bathrooms\": 2,\n", " \"squareFootage\": 1606,\n", " \"lotSize\": 5663,\n", " \"yearBuilt\": 1961,\n", " \"daysOnMarket\": 6,\n", " \"schoolDistrict\": \"Cupertino\",\n", " \"publicDescription\": \"Wonderful home, on a quiet street, in an incredible neighborhood near Ortega Park. Paver stone driveway. As you enter the home, you are greeted by the recently refinished original hardwood floors. Fresh interior paint throughout the home. 4 beds/ 2 baths with approx. 1,606 sf. Kitchen with granite countertops, opens to step down family room with fireplace. Double pane windows and sliding door. Drought tolerant front yard with artificial turf. Backyard with covered patio and gazebo, perfect for entertaining.\",\n", " \"features\": {\n", " \"Style\": \"Not specified\",\n", " \"Interior\": \"Not specified\",\n", " \"Kitchen\": \"Refrigerator (s)\",\n", " \"Bathroom\": \"Not specified\",\n", " \"Bedroom\": \"More than one Bedroom on Ground Floor, Primary Bedroom on Ground Floor\",\n", " \"Flooring\": \"Hardwood\",\n", " \"Cooling\": \"None\",\n", " \"Heating\": \"Central Forced Air\",\n", " \"Exterior Amenities\": \"Back Yard\",\n", " \"Fireplace\": \"Family Room\",\n", " \"Garage\": \"2 Car Attached\",\n", " \"Foundation\": \"Concrete Perimeter\",\n", " \"Roof\": \"Composition\",\n", " \"Fence\": \"Not specified\",\n", " \"Energy Saving\": \"Not specified\",\n", " \"Family Room\": \"Separate Family Room\",\n", " \"Dining Room\": \"Eat in Kitchen\",\n", " \"Laundry\": \"In Garage\",\n", " \"Pool / Spa\": \"No\",\n", " \"View\": \"Not specified\",\n", " \"Lot Description\": \"Not specified\",\n", " \"Prop Faces\": \"Not specified\",\n", " \"Stories\": 1,\n", " \"Garage/Parking Features\": \"Attached Garage, On Street\"\n", " }\n", " },\n", " {\n", " \"address\": \"619 W Remington Drive, Sunnyvale, California 94087\",\n", " \"listingPrice\": 2198998,\n", " \"salePrice\": None,\n", " \"status\": \"Active\",\n", " \"bedrooms\": 4,\n", " \"bathrooms\": 2,\n", " \"squareFootage\": 1409,\n", " \"lotSize\": 6970,\n", " \"yearBuilt\": 1959,\n", " \"daysOnMarket\": 4,\n", " \"schoolDistrict\": \"Sunnyvale\",\n", " \"publicDescription\": \"Exceptionally Stylish Eichler with Entertainment-Friendly Features and Fenced-In Backyard! Situated in an established area just moments from schools and shopping, this 4BR/2BA residence has the unique characteristics of a chic California Modern home. Capturing the mid-century aesthetic, the luminous interior satisfies with an open floorplan, gorgeous ceiling beams, stunning floors, vibrant kitchen, and a spacious family room with a fireplace.\",\n", " \"features\": {\n", " \"Style\": \"Eichler\",\n", " \"Interior\": \"Open Beam Ceiling, Vaulted Ceiling, Skylight\",\n", " \"Kitchen\": \"Countertop - Tile, Dishwasher, Oven - Built-In, Cooktop - Electric\",\n", " \"Bathroom\": \"Shower and Tub, Skylight\",\n", " \"Bedroom\": \"Not specified\",\n", " \"Flooring\": \"Slate\",\n", " \"Cooling\": \"Ceiling Fan, Window/Wall Unit\",\n", " \"Heating\": \"Radiant Floors\",\n", " \"Exterior Amenities\": \"Courtyard\",\n", " \"Fireplace\": \"#1 / Living Room\",\n", " \"Garage\": \"2 Car Attached\",\n", " \"Foundation\": \"Concrete Slab\",\n", " \"Roof\": \"Tar and Gravel\",\n", " \"Fence\": \"Not specified\",\n", " \"Energy Saving\": \"Not specified\",\n", " \"Family Room\": \"Separate Family Room\",\n", " \"Dining Room\": \"Dining Area in Family Room\",\n", " \"Laundry\": \"Washer/Dryer\",\n", " \"Pool / Spa\": \"No\",\n", " \"View\": \"Not specified\",\n", " \"Lot Description\": \"Not specified\",\n", " \"Prop Faces\": \"Not specified\",\n", " \"Stories\": 1,\n", " \"Garage/Parking Features\": \"Attached Garage\"\n", " }\n", " },\n", " {\n", " \"address\": \"1483 Yukon Drive, Sunnyvale, California 94087\",\n", " \"listingPrice\": 2198000,\n", " \"salePrice\": None,\n", " \"status\": \"Active\",\n", " \"bedrooms\": 2,\n", " \"bathrooms\": 2,\n", " \"squareFootage\": 1172,\n", " \"lotSize\": 4200,\n", " \"yearBuilt\": 1968,\n", " \"daysOnMarket\": 18,\n", " \"schoolDistrict\": \"Cupertino\",\n", " \"publicDescription\": \"Step into this beautifully remodeled Bahl Patio Home, where indoor & outdoor living blend together. Featuring a seamless blend of comfort and style, this home has been thoughtfully updated with modern amenities throughout. The bonus room offers flexibility as a potential third bedroom, den, or office - whatever suits your needs! Key improvements include new luxury (LVP) flooring, an updated kitchen with brand-new stainless steel appliances, fresh interior and exterior paint, and new entry doors.\",\n", " \"features\": {\n", " \"Style\": \"Not specified\",\n", " \"Interior\": \"Garden Window, Open Beam Ceiling, Security Gate\",\n", " \"Kitchen\": \"220 Volt Outlet, Cooktop - Electric, Countertop - Solid Surface/ Corian, Dishwasher, Hood Over Range, Hookups - Ice Maker, Oven - Self Cleaning, Oven Range - Built-In, Pantry, Refrigerator (s)\",\n", " \"Bathroom\": \"Not specified\",\n", " \"Bedroom\": \"Not specified\",\n", " \"Flooring\": \"Not specified\",\n", " \"Cooling\": \"Ceiling Fan\",\n", " \"Heating\": \"Central Forced Air - Gas\",\n", " \"Exterior Amenities\": \"Courtyard, Fenced\",\n", " \"Fireplace\": \"Not specified\",\n", " \"Garage\": \"2 Car Attached\",\n", " \"Foundation\": \"Concrete Slab\",\n", " \"Roof\": \"Metal, Tar and Gravel, Tile\",\n", " \"Fence\": \"Complete Perimeter\",\n", " \"Energy Saving\": \"Not specified\",\n", " \"Family Room\": \"No Family Room\",\n", " \"Dining Room\": \"Dining Area, No Formal\",\n", " \"Laundry\": \"In Garage, Washer/Dryer\",\n", " \"Pool / Spa\": \"Pool - In Ground\",\n", " \"View\": \"Not specified\",\n", " \"Lot Description\": \"Not specified\",\n", " \"Prop Faces\": \"Not specified\",\n", " \"Stories\": 1,\n", " \"Garage/Parking Features\": \"Attached Garage\"\n", " }\n", " },\n", " {\n", " \"address\": \"535 Castlerock Court, Sunnyvale, California 94087\",\n", " \"listingPrice\": 2198000,\n", " \"salePrice\": None,\n", " \"status\": \"Pending\",\n", " \"bedrooms\": 3,\n", " \"bathrooms\": 2,\n", " \"squareFootage\": 1540,\n", " \"lotSize\": 4214,\n", " \"yearBuilt\": 1969,\n", " \"daysOnMarket\": 6,\n", " \"schoolDistrict\": \"Sunnyvale\",\n", " \"publicDescription\": \"Nestled at the end on quiet tree-lined court gorgeous (2,750+/-sf) one level remodeled exec home has a bright open floor plan w/4 large beds, primary ste w/2 walk-in closets & 3.25 designer baths w/room to expand on huge resort-like 1/3 acre lot! Enjoy cooking in newer kitchen w/abundant cabinets, stainless appliances, granite, wine refrig, walk-in pantry & open dining area adj to the large family room w/views patios.\",\n", " \"features\": {\n", " \"Style\": \"Not specified\",\n", " \"Interior\": \"High Ceiling\",\n", " \"Kitchen\": \"Dishwasher, Microwave, Oven Range, Refrigerator (s)\",\n", " \"Bathroom\": \"Primary - Stall Shower(s), Shower over Tub - 1\",\n", " \"Bedroom\": \"Primary Bedroom on Ground Floor\",\n", " \"Flooring\": \"Carpet, Laminate, Tile\",\n", " \"Cooling\": \"Central AC\",\n", " \"Heating\": \"Central Forced Air\",\n", " \"Exterior Amenities\": \"Back Yard, Courtyard, Fenced\",\n", " \"Fireplace\": \"Not specified\",\n", " \"Garage\": \"2 Car Attached\",\n", " \"Foundation\": \"Concrete Slab\",\n", " \"Roof\": \"Polyurethane\",\n", " \"Fence\": \"Fenced\",\n", " \"Energy Saving\": \"Not specified\",\n", " \"Family Room\": \"No Family Room\",\n", " \"Dining Room\": \"Eat in Kitchen\",\n", " \"Laundry\": \"Washer/Dryer\",\n", " \"Pool / Spa\": \"No\",\n", " \"View\": \"Neighborhood\",\n", " \"Lot Description\": \"Grade - Level\",\n", " \"Prop Faces\": \"Not specified\",\n", " \"Stories\": 2,\n", " \"Garage/Parking Features\": \"Attached Garage\"\n", " }\n", " },\n", " {\n", " \"address\": \"1214 Hollenbeck Avenue, Sunnyvale, California 94087\",\n", " \"listingPrice\": 1988888,\n", " \"salePrice\": None,\n", " \"status\": \"Pending\",\n", " \"bedrooms\": 3,\n", " \"bathrooms\": 3,\n", " \"squareFootage\": 1726,\n", " \"lotSize\": 3486,\n", " \"yearBuilt\": 2006,\n", " \"daysOnMarket\": 24,\n", " \"schoolDistrict\": \"Sunnyvale\",\n", " \"publicDescription\": \"Discover sophisticated living with this custom home's meticulous details & quality craftsmanship! Undeniable curb appeal with gated front yard, attractive paver driveway, & fruit salad tree with three fruits grafted into one tree! Enter to a stunning two-story foyer with rows of windows admitting beautiful natural light that plays off the Brazilian cherry wood floors. Entertainers will love the wet bar smartly tucked under the stairs & the open concept kitchen with high-end stainless steel appliances & emerald granite counters.\",\n", " \"features\": {\n", " \"Style\": \"Not specified\",\n", " \"Interior\": \"High Ceiling, Wet Bar\",\n", " \"Kitchen\": \"Countertop - Granite, Dishwasher, Exhaust Fan, Garbage Disposal, Hood Over Range, Microwave, Oven Range - Built-In, Gas, Refrigerator (s)\",\n", " \"Bathroom\": \"Shower over Tub - 1, Stall Shower, Tile, Tub in Primary Bedroom\",\n", " \"Bedroom\": \"Not specified\",\n", " \"Flooring\": \"Hardwood, Tile\",\n", " \"Cooling\": \"Ceiling Fan, Central AC\",\n", " \"Heating\": \"Central Forced Air\",\n", " \"Exterior Amenities\": \"Back Yard, Balcony/Patio, Deck, Sprinkler(s) - Auto\",\n", " \"Fireplace\": \"#1 / Family Room, Gas Starter\",\n", " \"Garage\": \"2 Car Attached\",\n", " \"Foundation\": \"Concrete Perimeter\",\n", " \"Roof\": \"Slate, Tile\",\n", " \"Fence\": \"Fenced Back, Fenced Front\",\n", " \"Energy Saving\": \"Double Pane Windows, Tankless Water Heater\",\n", " \"Family Room\": \"Separate Family Room\",\n", " \"Dining Room\": \"Dining Area, Dining Area in Living Room, Eat in Kitchen\",\n", " \"Laundry\": \"In Garage\",\n", " \"Pool / Spa\": \"No\",\n", " \"View\": \"Neighborhood\",\n", " \"Lot Description\": \"Not specified\",\n", " \"Prop Faces\": \"Not specified\",\n", " \"Stories\": 2,\n", " \"Garage/Parking Features\": \"Attached Garage, On Street\"\n", " }\n", " },\n", " {\n", " \"address\": \"824 Kingfisher Terrace, Sunnyvale, California 94087\",\n", " \"listingPrice\": 1449888,\n", " \"salePrice\": None,\n", " \"status\": \"Canceled\",\n", " \"bedrooms\": 3,\n", " \"bathrooms\": 3,\n", " \"squareFootage\": 1700,\n", " \"lotSize\": 1500,\n", " \"yearBuilt\": 1976,\n", " \"daysOnMarket\": 50,\n", " \"schoolDistrict\": \"Cupertino\",\n", " \"publicDescription\": \"Not provided\",\n", " \"features\": {\n", " \"Style\": \"Not specified\",\n", " \"Interior\": \"Vaulted Ceiling\",\n", " \"Kitchen\": \"Cooktop - Gas, Dishwasher, Exhaust Fan, Garbage Disposal, Hood Over Range, Island, Oven Range, Pantry, Refrigerator (s)\",\n", " \"Bathroom\": \"Showers over Tubs - 2+\",\n", " \"Bedroom\": \"Primary Suite/Retreat\",\n", " \"Flooring\": \"Laminate, Tile\",\n", " \"Cooling\": \"Central AC\",\n", " \"Heating\": \"Central Forced Air\",\n", " \"Exterior Amenities\": \"Not specified\",\n", " \"Fireplace\": \"Not specified\",\n", " \"Garage\": \"2 Car Attached\",\n", " \"Foundation\": \"Concrete Slab\",\n", " \"Roof\": \"Tile\",\n", " \"Fence\": \"Not specified\",\n", " \"Energy Saving\": \"Not specified\",\n", " \"Family Room\": \"No Family Room\",\n", " \"Dining Room\": \"Breakfast Bar, Eat in Kitchen\",\n", " \"Laundry\": \"Not specified\",\n", " \"Pool / Spa\": \"Community Facility\",\n", " \"View\": \"Neighborhood\",\n", " \"Lot Description\": \"Not specified\",\n", " \"Prop Faces\": \"Not specified\",\n", " \"Stories\": None,\n", " \"Garage/Parking Features\": \"Attached Garage\"\n", " }\n", " }\n", " ]" ] }, { "cell_type": "code", "execution_count": 66, "metadata": {}, "outputs": [], "source": [ "for prop in sunnyvale_props:\n", " client.index(index=\"sunnyvale_props\", body=prop, refresh = True)" ] }, { "cell_type": "code", "execution_count": 68, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Score: 0.6099\n", "Text: The only true wisdom is in knowing you know nothing.\n", "\n", "Score: 0.2364\n", "Text: To be or not to be, that is the question.\n", "\n", "Score: 0.1369\n", "Text: I think, therefore I am.\n", "\n", "Score: 0.0986\n", "Text: A journey of a thousand miles begins with a single step.\n", "\n", "Score: 0.0352\n", "Text: The quick brown fox jumps over the lazy dog.\n", "\n" ] } ], "source": [ "import numpy as np\n", "from sklearn.metrics.pairwise import cosine_similarity\n", "from sentence_transformers import SentenceTransformer\n", "\n", "# Load a pre-trained sentence transformer model\n", "model = SentenceTransformer('all-MiniLM-L6-v2')\n", "\n", "# Sample corpus of text\n", "corpus = [\n", " \"The quick brown fox jumps over the lazy dog.\",\n", " \"A journey of a thousand miles begins with a single step.\",\n", " \"To be or not to be, that is the question.\",\n", " \"I think, therefore I am.\",\n", " \"The only true wisdom is in knowing you know nothing.\"\n", "]\n", "\n", "# Encode the corpus\n", "corpus_embeddings = model.encode(corpus)\n", "\n", "def semantic_search(query, corpus, corpus_embeddings, top_k=10):\n", " # Encode the query\n", " query_embedding = model.encode([query])\n", " \n", " # Calculate cosine similarities\n", " similarities = cosine_similarity(query_embedding, corpus_embeddings)[0]\n", " \n", " # Get top k results\n", " top_results = np.argsort(similarities)[-top_k:][::-1]\n", " \n", " return [(corpus[i], similarities[i]) for i in top_results]\n", "\n", "# Example usage\n", "query = \"wisdom\"\n", "results = semantic_search(query, corpus, corpus_embeddings)\n", "\n", "for text, score in results:\n", " print(f\"Score: {score:.4f}\")\n", " print(f\"Text: {text}\\n\")\n" ] }, { "cell_type": "code", "execution_count": 72, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[0.006676558870822191, -0.00988465454429388, -0.017322754487395287, 0.05231228470802307, -0.03831442818045616, -0.06840845197439194, 0.11587926745414734, -0.05234115570783615, 0.005065111443400383, -0.04369303956627846, -0.02217872627079487, -0.07416960597038269, -0.007766916416585445, -0.05557675659656525, -0.04092947766184807, 0.03973885625600815, 0.045318037271499634, -0.027327077463269234, -0.07967566698789597, 0.03124297223985195, -0.04770027846097946, 0.044592466205358505, 0.045539114624261856, 0.03697877749800682, 4.412834459799342e-05, 0.007088193204253912, 0.04010403901338577, 0.03269629552960396, 0.034418247640132904, -0.06350327283143997, -0.0037727393209934235, 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0.05114448070526123, 0.053841907531023026, -0.014558088034391403, 0.0997583344578743, 0.037302639335393906, 0.10431157797574997, -0.04684261977672577, -0.018851030617952347, -0.10901668667793274, -0.039445582777261734, 0.022915709763765335, 0.015882296487689018, -0.010277016088366508, -0.0006394943338818848, -0.05708713456988335, -0.018376031890511513, 0.0073154401034116745, 0.004783939570188522, 0.004956782795488834, -0.025692373514175415, 0.05217260494828224, -0.050427764654159546, -0.03211264684796333, -0.05562465637922287, -0.0018826653249561787, 0.0049111684784293175, 0.07770556956529617, 0.013633854687213898, 0.038753438740968704, 0.08416919410228729, 0.007230945862829685, 0.06294218450784683, -0.10304311662912369, -0.02487661875784397, 0.13958893716335297, 0.05227147042751312, -0.03814456984400749, -0.014423688873648643]\n" ] } ], "source": [ "query = \"quiet\"\n", "vec = model.encode(query).tolist()\n", "print(vec)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "indexing 619 W Remington Dr\n", "indexing 1037 Ranere Ct\n", "indexing 1226 Tucson Ave\n", "indexing 1216 Hollenbeck Ave\n", "indexing 746 Melon Ct\n", "indexing 836 Acacia Ave\n", "indexing 998 Crestwood Ct\n", "indexing 1487 Barton Dr\n", "indexing 112 Avon Ter\n", "indexing 232 Bartlett Ave\n", "indexing 513 Porpoise Bay Ter Unit B\n", "indexing 1700 Peacock Ave\n", "indexing 373 Stowell Ave\n", "indexing 402 E Maude Ave\n", "indexing 1088 W El Camino Real\n", "indexing 1162 Sunnyvale Saratoga Rd\n", "indexing 1220 Brookfield Ave\n", "indexing 363 Orch Ave\n", "indexing 471 Liquidambar Way\n", "indexing 478 Liquidambar Way\n", "indexing 1472 Hampton Dr\n", "indexing 535 Madison Ter\n", "indexing 538 Madison Ter\n", "indexing 932 Eleanor Way\n", "indexing 875 Cumberland Dr\n", "indexing 625 Johanna Ave\n", "indexing 480 S Sunnyvale Ave\n", "indexing 1340 Navarro Dr\n", "indexing 992 E Evelyn Ave\n", "indexing 810 Coolidge Ave\n", "indexing 1001 S Wolfe Rd\n", "indexing 723 Manzanita Ave\n", "indexing 1540 Lochinvar Ave\n", "indexing 1454 Enderby Way\n", "indexing 758 Lakebird Dr\n", "indexing 1646 Longspur Ave\n", "indexing 854 E California Ave\n", "indexing 580 Pne Ave\n", "indexing 1214 Hollenbeck Ave\n", "indexing 1022 Hiawatha Ct\n", "indexing 868 Flin Way\n", "indexing 1516 Mallard Way\n", "indexing 921 W Cardinal Dr\n", "indexing 725 Georgia Ave\n", "indexing 986 Starflower Ct\n", "indexing 579 Balsam Ave\n", "indexing 751 Lakewood Dr\n", "indexing 174 Debussy Ter\n", "indexing 856 Lakewood Dr\n", "indexing 420 E Evelyn Ave Unit Z203\n", "indexing 152 S Bayview Ave\n", "indexing 1335 Dunnock Way\n", "indexing 1268 Poplar Ave\n", "indexing 1466 Lewiston Dr\n", "indexing 584 Utica Ct\n", "indexing 797 Iris Ave\n", "indexing 1241 Lime Dr\n", "indexing 1189 Vanderbilt Ct E\n", "indexing 421 S Sunnyvale Ave\n", "indexing 898 South Mary Ave\n", "indexing 637 W Remington Dr\n", "indexing 854 W Iowa Ave\n", "indexing 880 E Fremont Ave Unit 202\n", "indexing 125 N Mary AVE 26\n", "indexing 650 Oneida Dr\n", "indexing 1033 West Knickerbocker Dr\n", "indexing 274 West Arbor Ave\n", "indexing 1478 S Wolfe Rd\n", "indexing 536 Hawthorn Ave\n", "indexing 1085 Tasman Dr Unit 21\n", "indexing 354 Stowell Ave\n", "indexing 125 Connemara Way Unit 72\n", "indexing 669 Spruce Dr\n", "indexing 831 S Wolfe Rd\n", "indexing 635 Carlisle Way\n", "indexing 111 Artemesia Ter Unit 6\n", "indexing 233 West W Hemlock\n", "'floorSizeValue'\n", "indexing 438 JOSHUA Way\n", "indexing 439 and 441 Carneros Ave\n", "indexing 1029 Fuller Ter\n", "indexing 335 N Murphy Ave\n", "indexing 1275 Morningside Dr\n", "'mostRecentPriceAmount'\n", "indexing 626 E Duane Ave\n", "indexing 610 Madrone Ave\n", "indexing 1054 West Homestead Rd\n", "indexing 802 Lakehaven Dr\n", "indexing 1082 VALLEY Frg DR\n", "indexing 1424 Wolfe Rd\n", "indexing 933 La Mesa TER E\n", "'floorSizeValue'\n", "indexing 629 East El Camino Real Unit 102\n", "indexing 1524 Hollenbeck Ave\n", "indexing 524 East Washington Ave\n", "indexing 879 S Mary Ave\n", "indexing 555 San Martin TER 4\n", "'floorSizeValue'\n", "indexing 718 Timberpine Ave\n", "indexing 820 E Duane AVE 8\n", "'floorSizeValue'\n", "indexing 974 KENNARD Way\n", "indexing 1380 BEDFORD AVE\n", "indexing 1201 Sycamore TER 19\n", "indexing 1470 South Bernardo Ave\n", "indexing 1392 Thunderbird Ave\n", "indexing 600 E Wedell\n", "'floorSizeValue'\n", "indexing 782 S Bernardo Ave\n", "indexing 669 Spruce DR\n", "indexing 719 Manzanita AVE\n", "indexing 854 E California AVE\n", "indexing 1477 Yukon DR\n", "indexing 838 Devonshire Way\n", "indexing 1398 Socorro AVE\n", "indexing 1078 S Bernardo Ave\n", "indexing 683 Conway Rd\n", "indexing 866 East Evelyn Ave\n", "indexing 973 East Duane Ave\n", "indexing 274 Velvetlake DR\n", "indexing 973 E Duane AVE\n", "indexing 1069 E Homestead RD\n", "indexing 155 West Arques Ave\n", "indexing 336 East Washington Ave\n", "indexing 1095 Rochester CT\n", "indexing 1147 Pulora CT\n", "indexing 753 Seneca Ter\n", "indexing 336 E Washington Ave\n", "indexing 274 West Eaglewood Ave\n", "indexing 1485 Newfoundland Dr\n", "indexing 223 Peppermint Tree TER 1\n", "indexing 530 La Conner Dr Unit 27\n", "indexing 554 Carrick CT\n", "indexing 1526 Meadowlark Ln\n", "indexing 922 Noble Fir Tr\n", "indexing 782 S Bernardo\n", "'floorSizeValue'\n", "indexing 1386 South Wolfe Rd\n", "'mostRecentPriceAmount'\n", "indexing 315 Meadowlake Dr\n", "indexing 755 Starbush Dr\n", "indexing 937 Bernardo Ave\n", "indexing 831 South Wolfe Rd\n", "'mostRecentPriceAmount'\n", "indexing 563 West Washington Ave\n", "'mostRecentPriceAmount'\n", "indexing 669 West Remington Dr\n", "'mostRecentPriceAmount'\n", "indexing 206 South Pastoria Ave\n", "'mostRecentPriceAmount'\n", "indexing 1567 South Mary Ave\n", "'mostRecentPriceAmount'\n", "indexing 1147 DOON CT\n", "indexing 826 SAN MATEO CT\n", "indexing 501 Hendon Ct\n", "indexing 855 Flin Way\n", "indexing 878 Pippin Dr\n", "indexing 826 West Remington Dr\n", "indexing 823 South Mary Ave\n", "indexing 248 South Bernardo Ave\n", "'mostRecentPriceAmount'\n", "indexing 929 Delano Terrace, Unit 5\n", "'mostRecentPriceAmount'\n", "indexing 1106 West Iowa Ave\n", "'mostRecentPriceAmount'\n", "indexing 1083 1083 Lily Ave\n", "'mostRecentPriceAmount'\n", "indexing 820 West Olive Ave\n", "'mostRecentPriceAmount'\n", "indexing 874 West Remington Dr\n", "indexing 1074 South Bernardo Ave\n", "indexing 502 South Cashmere Ter\n", "'mostRecentPriceAmount'\n", "indexing 251 Ficus Terrace\n", "'mostRecentPriceAmount'\n", "indexing 874 South Wolfe Rd\n", "'mostRecentPriceAmount'\n", "indexing 1129 Pome AVE SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1085 Tasman Dr. #436\n", "'mostRecentPriceAmount'\n", "indexing 1050 Borregas Ave Unit 42\n", "indexing 1050 Borregas Ave. #42\n", "'mostRecentPriceAmount'\n", "indexing 1059 Colton AVE SUNNYVALE\n", "indexing 1381 Bedford AVE SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 274 Velvetlake DR SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 717 E Homestead RD SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1447 Ramon DR SUNNYVALE\n", "indexing 1225 Vienna Dr. #990\n", "'mostRecentPriceAmount'\n", "indexing 337 South Mary Ave\n", "'mostRecentPriceAmount'\n", "indexing 149 North Frances St\n", "indexing 332 Harcot Terrace\n", "'mostRecentPriceAmount'\n", "indexing 1501 South Wolfe Rd\n", "'mostRecentPriceAmount'\n", "indexing 503 North Castlerock Terrace\n", "'mostRecentPriceAmount'\n", "indexing 518 North Cascade Terrace\n", "'mostRecentPriceAmount'\n", "indexing 846 Cotati Terrace Unit 10\n", "'mostRecentPriceAmount'\n", "indexing 529 Murphy Ave\n", "'numBathroom'\n", "indexing 529 Murphy Avenue\n", "'numBathroom'\n", "indexing 520 East Evelyn Ave\n", "'mostRecentPriceAmount'\n", "indexing 1049 Eugene Court\n", "'mostRecentPriceAmount'\n", "indexing 584 SCADE Dr\n", "'mostRecentPriceAmount'\n", "indexing 547 West Washington Ave\n", "'mostRecentPriceAmount'\n", "indexing 791 South Wolfe Road\n", "'mostRecentPriceAmount'\n", "indexing 791 South Wolfe Rd\n", "'mostRecentPriceAmount'\n", "indexing 1127 Munich Terrace\n", "'mostRecentPriceAmount'\n", "indexing 18771 4 Homestead RD Unit 4\n", "'mostRecentPriceAmount'\n", "indexing 18771 East Homestead Rd Unit 3\n", "'mostRecentPriceAmount'\n", "indexing 340 Orchard Ave\n", "'mostRecentPriceAmount'\n", "indexing 521 Cashmere Terrace\n", "'numBathroom'\n", "indexing 1085 Tasman Dr Spc 149\n", "'mostRecentPriceAmount'\n", "indexing 1477 Firebird WAY SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 288 S Bernardo AVE SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 398 Vine AVE SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1220 Tasman DR 388 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1260 Oak Creek WAY SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 600 E. Weddell Dr. #116\n", "'mostRecentPriceAmount'\n", "indexing 1085 Tasman Dr. #567\n", "'mostRecentPriceAmount'\n", "indexing 1220 TASMAN DR 338 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1051 W Ioway AVE\n", "'mostRecentPriceAmount'\n", "indexing 1051 Iowa Ave\n", "'numBathroom'\n", "indexing 842 Oracle Oak\n", "'mostRecentPriceAmount'\n", "indexing 18771 5 Homestead Rd\n", "'mostRecentPriceAmount'\n", "indexing 18771 5 Homestead RD Unit 5\n", "'mostRecentPriceAmount'\n", "indexing 1085 Tasman Drive Unit 272\n", "'mostRecentPriceAmount'\n", "indexing 1225 Vienna Unit 231\n", "'mostRecentPriceAmount'\n", "indexing 18771 1 East Homestead RD Unit 1\n", "'mostRecentPriceAmount'\n", "indexing 1220 Tasman DR 347 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 371 Hiddenlake DR SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1225 Vienna Drive Unit 415\n", "'mostRecentPriceAmount'\n", "indexing 1220 Tasman Drive Unit 305\n", "'mostRecentPriceAmount'\n", "indexing 1225 Vienna Drive Unit 906\n", "'mostRecentPriceAmount'\n", "indexing 1085 Tasman Dr Unit 113\n", "'floorSizeValue'\n", "indexing 1085 Tasman Drive Unit 113\n", "'mostRecentPriceAmount'\n", "indexing 1085 Tasman Drive Unit 447\n", "'mostRecentPriceAmount'\n", "indexing 1220 Vienna Drive Unit 515\n", "'mostRecentPriceAmount'\n", "indexing 1085 Tasman Drive Unit 422\n", "'mostRecentPriceAmount'\n", "indexing 1050 Borregas Ave, Space 124 Unit 124\n", "'mostRecentPriceAmount'\n", "indexing 1220 Tasman Unit 10\n", "'mostRecentPriceAmount'\n", "indexing 600 E Weddell Drive Unit 66\n", "'mostRecentPriceAmount'\n", "indexing 600 E Weddell Drive Unit 43\n", "'mostRecentPriceAmount'\n", "indexing 1085 Tasman Drive Unit 598\n", "'mostRecentPriceAmount'\n", "indexing 690 Persian Dr Unit 73\n", "'mostRecentPriceAmount'\n", "indexing 690 Persian Drive Unit 73\n", "'mostRecentPriceAmount'\n", "indexing 1050 Borregas Unit 174\n", "'mostRecentPriceAmount'\n", "indexing 125 N Mary Avenue Unit 110\n", "'mostRecentPriceAmount'\n", "indexing 600 E Wedell Drive Unit 261\n", "'mostRecentPriceAmount'\n", "indexing Condo Plan 1\n", "'mostRecentPriceAmount'\n", "indexing Condo Plan 6\n", "'mostRecentPriceAmount'\n", "indexing 660 North Ahwanee Ter\n", "indexing Condo Plan 2\n", "'mostRecentPriceAmount'\n", "indexing Condo Plan 4\n", "'mostRecentPriceAmount'\n", "indexing 250 RBONERA Ave\n", "'mostRecentPriceAmount'\n", "indexing Condo Plan 5\n", "'mostRecentPriceAmount'\n", "indexing 1152 VISINO Ave\n", "'mostRecentPriceAmount'\n", "indexing 1155 West McKinley Ave\n", "indexing 558 East Duane Ave\n", "'mostRecentPriceAmount'\n", "indexing 233 Red Oak DR L\n", "'mostRecentPriceAmount'\n", "indexing 839 S MARY Ave\n", "'mostRecentPriceAmount'\n", "indexing 224 Red Oak DR G\n", "'mostRecentPriceAmount'\n", "indexing 1041 E Homestead Rd\n", "'mostRecentPriceAmount'\n", "indexing 709 RLISLE Way\n", "'mostRecentPriceAmount'\n", "indexing 1035 Lyon Terrace\n", "'mostRecentPriceAmount'\n", "indexing 1050 Borregas Ave Unit 124\n", "'floorSizeValue'\n", "indexing 1225 Vienna Drive Unit 18\n", "'mostRecentPriceAmount'\n", "indexing 1365 Spoonbill Way\n", "'mostRecentPriceAmount'\n", "indexing 407 Toyama Drive Unit 16\n", "'mostRecentPriceAmount'\n", "indexing 600 E Weddell Drive Unit 179\n", "'mostRecentPriceAmount'\n", "indexing 1201 Sycamore Terrace Unit 196\n", "'mostRecentPriceAmount'\n", "indexing 1201 Sycamore Ter Unit 196\n", "indexing 551 Sunnymount Ave\n", "indexing 1085 Tasman Drive Unit 532\n", "'mostRecentPriceAmount'\n", "indexing 925 Hillsboro Ave\n", "'mostRecentPriceAmount'\n", "indexing 1626 NARY Dr\n", "'mostRecentPriceAmount'\n", "indexing 1082 Valley Forge Dr\n", "'mostRecentPriceAmount'\n", "indexing 1140 Le Mans Terrace\n", "'mostRecentPriceAmount'\n", "indexing 498 North Fair Oaks Ave\n", "'mostRecentPriceAmount'\n", "indexing 1220 Tasman Unit 429\n", "'mostRecentPriceAmount'\n", "indexing 227 West Hemlock Ave\n", "'mostRecentPriceAmount'\n", "indexing 258 Carroll Street, Unit 112\n", "'mostRecentPriceAmount'\n", "indexing 1220 Vienna Drive Unit 500\n", "'mostRecentPriceAmount'\n", "indexing 1225 Vienna Unit 245\n", "'mostRecentPriceAmount'\n", "indexing 224 Red Oak DR P\n", "'mostRecentPriceAmount'\n", "indexing 1022 Jena Terrace\n", "'mostRecentPriceAmount'\n", "indexing 1020 West Homestead Rd\n", "'mostRecentPriceAmount'\n", "indexing 530 La Conner Drive Unit 20\n", "'numBathroom'\n", "indexing 1155 La Rochelle Terrace Unit D\n", "'numBathroom'\n", "indexing 1243 Henderson Avenue Unit A\n", "'numBathroom'\n", "indexing 1090 Washington Ave\n", "'numBathroom'\n", "indexing 1090 Washington Avenue\n", "'numBathroom'\n", "indexing 359 Mary Ave\n", "'numBathroom'\n", "indexing 477 Ives Terrace\n", "'numBathroom'\n", "indexing 1085 Tasman Drive Unit 219\n", "'mostRecentPriceAmount'\n", "indexing 993 Asilomar Terrace Unit 5\n", "'mostRecentPriceAmount'\n", "indexing 210 W Red Oak Drive Unit E\n", "'mostRecentPriceAmount'\n", "indexing 600 E Wedell Unit 261\n", "'mostRecentPriceAmount'\n", "indexing 600 E Weddell Avenue Unit 48\n", "'mostRecentPriceAmount'\n", "indexing 521 South Cashmere Terrace\n", "'mostRecentPriceAmount'\n", "indexing 1532 Cormorant Court\n", "'mostRecentPriceAmount'\n", "indexing 658 North Ahwanee Ter\n", "'mostRecentPriceAmount'\n", "indexing 963 East Homestead Rd\n", "indexing 650 South Ahwanee Ter\n", "'mostRecentPriceAmount'\n", "indexing 359 South Mary Ave\n", "'mostRecentPriceAmount'\n", "indexing 1085 Tasman Unit 807\n", "'mostRecentPriceAmount'\n", "indexing 1050 Borregas Unit 145\n", "'mostRecentPriceAmount'\n", "indexing 1220 Vienna DR 500 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1220 Tasman DR 328 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 606 Santa Cruz TER SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1220 Tasman DR 111 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1225 Vienna DR 161 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1225 Vienna DR 981 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 823 San Rafael ST SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1201 Sycamore Terr 122 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1225 Vienna DR 644 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1220 Vienna Dr Spc 498\n", "'mostRecentPriceAmount'\n", "indexing 1225 Vienna Dr Spc 241\n", "'mostRecentPriceAmount'\n", "indexing 1225 Vienna DR 963 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1225 Vienna DR 959 SUNNYVALE\n", "indexing 1225 Vienna Dr 92\n", "'mostRecentPriceAmount'\n", "indexing 1111 Morse AVE 30 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1225 Vienna DR 152 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 125 N Mary AVE 44 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1220 Tasman DR 291 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1225 Vienna DR 323 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1220 Vienna DR 510 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1225 Vienna DR 18 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1532 Cormorant Ct SUNNYVALE\n", "indexing 583 Dublin Way SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1124 Pecos Way SUNNYVALE\n", "indexing 125 N Mary AVE 113 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 329 Greenlake DR SUNNYVALE\n", "indexing 1201 Sycamore TER 18 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 798 West Iowa Ave\n", "'mostRecentPriceAmount'\n", "indexing 395 South Fair Oaks Ave\n", "'mostRecentPriceAmount'\n", "indexing 111 Maidenhair\n", "indexing 798 W Ioway AVE\n", "'mostRecentPriceAmount'\n", "indexing 548 North Bayview Ave\n", "'mostRecentPriceAmount'\n", "indexing 810 South Mary Ave\n", "'mostRecentPriceAmount'\n", "indexing 311 South Fair Oaks Ave\n", "'mostRecentPriceAmount'\n", "indexing 571 South Taaffe St\n", "'mostRecentPriceAmount'\n", "indexing 1225 Vienna DR 978 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 591 Trumbull CT SUNNYVALE\n", "indexing 818 Birch AVE SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1085 Tasman DR 875 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 881 Shirley AVE SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1111 Morse Ave Spc 12\n", "'mostRecentPriceAmount'\n", "indexing 1105 Remington CT SUNNYVALE\n", "indexing 1673 Kamsack DR SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1468 Kingfisher WAY SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1204 Manet DR SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 662 Borregas AVE SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 963 Cambridge AVE SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1220 Tasman DR 170 SUNNYVALE\n", "indexing Plan 5\n", "'mostRecentPriceAmount'\n", "indexing 944 Rosette CT SUNNYVALE\n", "indexing 1098 Bradford DR SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 125 N Mary AVE 7 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1085 Tasman Dr 776 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1220 TASMAN DR 112 SUNNYVALE\n", "indexing 1085 Tasman Dr Spc 175\n", "'mostRecentPriceAmount'\n", "indexing 1085 Tasman DR 654 SUNNYVALE\n", "indexing 1225 Vienna DR 86 SUNNYVALE\n", "indexing 600 E WEDDELL DR 36 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1220 Tasman DR 504 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 737 Santa Cecilia Terace\n", "'mostRecentPriceAmount'\n", "indexing 1352 Sprig CT SUNNYVALE\n", "indexing 1178 Lynn WAY SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 600 E Weddell DR 80 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1225 Vienna DR 666 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1674 S Wolfe RD SUNNYVALE\n", "indexing 1085 Tasman Dr SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1441 Hampton DR SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 600 E. Weddell Dr. SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1220 Vienna 707 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1220 Tasman DR 468 SUNNYVALE\n", "indexing 812 Pierino AVE SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 870 Hollenbeck Ave SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 690 Persian DR 19 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1220 Tasman DR 437 SUNNYVALE\n", "'numBathroom'\n", "indexing 830 Louise DR SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1520 S Bernardo AVE SUNNYVALE\n", "indexing 1574 Riorden TER SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 309 Saturn TER SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 830 Hollenbeck AVE SUNNYVALE\n", "indexing 274 Jackson ST SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 520 Sequoia DR SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 839 Dartshire WAY SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 365 Beemer AVE SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1050 Borregas AVE 145 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1220 Tasman DR 414 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 2570 Macarthur\n", "'mostRecentPriceAmount'\n", "indexing 1014 Gloucester CT SUNNYVALE\n", "indexing 842 Brookline DR SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 804 Springfield TER SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1095 Clematis DR SUNNYVALE\n", "indexing 929 Carson DR SUNNYVALE\n", "indexing 311 S Fair Oaks AVE SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1633 Edmonton AVE SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1050 Borregas Ave. #167 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 505 E Mc Kinley AVE SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 509 E Mc Kinley AVE SUNNYVALE\n", "indexing 857 Cumberland DR SUNNYVALE\n", "indexing 611 Templeton CT SUNNYVALE\n", "indexing 348 Angel AVE SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 125 N Mary AVE 91 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1085 Tasman DR 535 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 839 W Washington AVE SUNNYVALE\n", "indexing 125 N Mary AVE 63 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 1225 Vienna DR 952 SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 712 Sheraton DR SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 324 E Washington AVE SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 163 Beemer AVE SUNNYVALE\n", "'mostRecentPriceAmount'\n", "indexing 0 E Mc Kinley AVE\n", "'address'\n", "'address'\n", "'address'\n", "'address'\n", "'address'\n", "'address'\n", "'address'\n", "'address'\n", "'address'\n", "'address'\n", "'address'\n" ] } ], "source": [ "import chromadb\n", "import json\n", "\n", "chroma_client = chromadb.Client()\n", "try:\n", " collection = chroma_client.create_collection(name=\"datafiniti_properties\")\n", "except:\n", " collection = chroma_client.get_collection(name=\"datafiniti_properties\")\n", "\n", "with open(\"datafiniti_properties_sunnyvale_400.json\", \"r\") as f:\n", " for line in f:\n", " property = json.loads(line)\n", " try:\n", " print(f'indexing {property[\"address\"]}')\n", " bathrooms = int(property[\"numBathroom\"])\n", " beds = property[\"numBedroom\"]\n", " price = property[\"mostRecentPriceAmount\"]\n", " size = property[\"floorSizeValue\"]\n", " address = \", \".join(\n", " [\n", " property[\"address\"],\n", " property[\"city\"],\n", " property[\"province\"],\n", " property[\"postalCode\"][:5],\n", " ]\n", " )\n", "\n", " descriptions = property[\"descriptions\"]\n", " descriptions = sorted(\n", " descriptions, key=lambda x: x[\"dateSeen\"], reverse=True\n", " )\n", " description = descriptions[0][\"value\"]\n", "\n", " metadata = {\n", " \"bathrooms\": bathrooms,\n", " \"bedrooms\": beds,\n", " \"listingPrice\": price,\n", " \"squareFootage\": size,\n", " \"address\": address,\n", " }\n", "\n", " collection.add(ids=[address], documents=[description], metadatas=[metadata])\n", " except Exception as e:\n", " print(e)\n", " pass" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "collection.add(\n", " documents=[\n", " \"This is a document about pineapple\",\n", " \"This is a document about oranges\"\n", " ],\n", " ids=[\"id1\", \"id2\"]\n", ")" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[[{'address': '1074 South Bernardo Ave, Sunnyvale, CA, 94087',\n", " 'bathrooms': 2,\n", " 'bedrooms': 3,\n", " 'listingPrice': 1998000.0,\n", " 'squareFootage': 1206.0},\n", " {'address': '354 Stowell Ave, Sunnyvale, CA, 94085',\n", " 'bathrooms': 2,\n", " 'bedrooms': 3,\n", " 'listingPrice': 1830050.0,\n", " 'squareFootage': 1428.0},\n", " {'address': '1226 Tucson Ave, Sunnyvale, CA, 95207',\n", " 'bathrooms': 2,\n", " 'bedrooms': 3,\n", " 'listingPrice': 475000.0,\n", " 'squareFootage': 1680.0},\n", " {'address': '174 Debussy Ter, Sunnyvale, CA, 94087',\n", " 'bathrooms': 2,\n", " 'bedrooms': 3,\n", " 'listingPrice': 2398000.0,\n", " 'squareFootage': 1988.0},\n", " {'address': '1155 West McKinley Ave, Sunnyvale, CA, 94086',\n", " 'bathrooms': 2,\n", " 'bedrooms': 3,\n", " 'listingPrice': 1998000.0,\n", " 'squareFootage': 1214.0},\n", " {'address': '823 South Mary Ave, Sunnyvale, CA, 94087',\n", " 'bathrooms': 2,\n", " 'bedrooms': 3,\n", " 'listingPrice': 1950000.0,\n", " 'squareFootage': 1240.0},\n", " {'address': '336 East Washington Ave, Sunnyvale, CA, 94086',\n", " 'bathrooms': 2,\n", " 'bedrooms': 2,\n", " 'listingPrice': 1595000.0,\n", " 'squareFootage': 888.0},\n", " {'address': '336 E Washington Ave, Sunnyvale, CA, 94086',\n", " 'bathrooms': 2,\n", " 'bedrooms': 2,\n", " 'listingPrice': 1595000.0,\n", " 'squareFootage': 888.0},\n", " {'address': '1646 Longspur Ave, Sunnyvale, CA, 94087',\n", " 'bathrooms': 2,\n", " 'bedrooms': 3,\n", " 'listingPrice': 2598000.0,\n", " 'squareFootage': 1284.0},\n", " {'address': '1214 Hollenbeck Ave, Sunnyvale, CA, 94087',\n", " 'bathrooms': 2,\n", " 'bedrooms': 3,\n", " 'listingPrice': 1988888.0,\n", " 'squareFootage': 1726.0}]]" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "results = collection.query(\n", " query_texts=[\"i like quiet place\"], # Chroma will embed this for you\n", " where={\"bedrooms\": {\"$in\": [1, 2, 3]}}, # filter by metadata\n", " n_results=10 # how many results to return\n", ")\n", "results[\"metadatas\"]\n" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "ename": "TypeError", "evalue": "'list' object is not a mapping", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", "Cell \u001b[0;32mIn[29], line 4\u001b[0m\n\u001b[1;32m 1\u001b[0m all_values \u001b[38;5;241m=\u001b[39m []\n\u001b[1;32m 2\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m metadata, document \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mzip\u001b[39m(results[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmetadatas\u001b[39m\u001b[38;5;124m\"\u001b[39m], results[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdocuments\u001b[39m\u001b[38;5;124m\"\u001b[39m]):\n\u001b[1;32m 3\u001b[0m all_values\u001b[38;5;241m.\u001b[39mappend(\n\u001b[0;32m----> 4\u001b[0m {\n\u001b[1;32m 5\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdescription\u001b[39m\u001b[38;5;124m\"\u001b[39m: document,\n\u001b[1;32m 6\u001b[0m \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mmetadata,\n\u001b[1;32m 7\u001b[0m }\n\u001b[1;32m 8\u001b[0m )\n", "\u001b[0;31mTypeError\u001b[0m: 'list' object is not a mapping" ] } ], "source": [ "all_values = []\n", "for metadata, document in zip(results[\"metadatas\"], results[\"documents\"]):\n", " all_values.append({\n", " \"description\": document,\n", " **metadata,\n", " }\n", " )" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "buyer_agent", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.14" } }, "nbformat": 4, "nbformat_minor": 2 }